diff --git a/PAMI/AssociationRules/basic/_ARWithLeverage.py b/PAMI/AssociationRules/basic/_ARWithLeverage.py index d2d5d7b0..22599952 100644 --- a/PAMI/AssociationRules/basic/_ARWithLeverage.py +++ b/PAMI/AssociationRules/basic/_ARWithLeverage.py @@ -288,7 +288,7 @@ def _readPatterns(self) -> list: quit() return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Association rule mining process will start from here @@ -404,7 +404,7 @@ def printResults(self) -> None: _ap = ARWithLeverage(_ab._sys.argv[1], float(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ARWithLeverage(_ab._sys.argv[1], float(_ab._sys.argv[3]),sep='\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/AssociationRules/basic/_ARWithLift.py b/PAMI/AssociationRules/basic/_ARWithLift.py index d5c0228d..c731b6e3 100644 --- a/PAMI/AssociationRules/basic/_ARWithLift.py +++ b/PAMI/AssociationRules/basic/_ARWithLift.py @@ -282,7 +282,7 @@ def _readPatterns(self) -> list: quit() return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Association rule mining process will start from here @@ -392,7 +392,7 @@ def printResults(self) -> None: _ap = ARWithLift(_ab._sys.argv[1], float(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ARWithLift(_ab._sys.argv[1], _ab._sys.argv[3],sep='\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/AssociationRules/basic/_RuleMiner.py b/PAMI/AssociationRules/basic/_RuleMiner.py index 8c12cb85..bbcfd7fc 100644 --- a/PAMI/AssociationRules/basic/_RuleMiner.py +++ b/PAMI/AssociationRules/basic/_RuleMiner.py @@ -424,7 +424,7 @@ def _readPatterns(self): quit() return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here @@ -543,7 +543,7 @@ def printResults(self): _ap = RuleMiner(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = RuleMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4],sep='\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -552,7 +552,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = RuleMiner('sensorOutput.txt', "lift", 0.5, '\t') - _ap.startMine() + _ap.mine() _ap.mine() _ap.save('output.txt') _ap.printResults() diff --git a/PAMI/AssociationRules/basic/abstract.py b/PAMI/AssociationRules/basic/abstract.py index 62e4495c..faf7155c 100644 --- a/PAMI/AssociationRules/basic/abstract.py +++ b/PAMI/AssociationRules/basic/abstract.py @@ -77,7 +77,7 @@ class _AssociationRules(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/AssociationRules/basic/confidence.py b/PAMI/AssociationRules/basic/confidence.py index d50c09e1..80cd6fdc 100644 --- a/PAMI/AssociationRules/basic/confidence.py +++ b/PAMI/AssociationRules/basic/confidence.py @@ -221,7 +221,7 @@ def _readPatterns(self): # sorted(k, key=lambda x: self._frequentPatterns[x], reverse=True) # return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here @@ -348,7 +348,7 @@ def printResults(self): _ap = confidence(_ab._sys.argv[1], float(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = confidence(_ab._sys.argv[1], float(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getAssociationRules())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/AssociationRules/basic/leverage.py b/PAMI/AssociationRules/basic/leverage.py index 23c4a2ed..c393c464 100644 --- a/PAMI/AssociationRules/basic/leverage.py +++ b/PAMI/AssociationRules/basic/leverage.py @@ -216,7 +216,7 @@ def _readPatterns(self): # sorted(k, key=lambda x: self._frequentPatterns[x], reverse=True) # return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here @@ -344,7 +344,7 @@ def printResults(self): _ap = leverage(_ab._sys.argv[1], float(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = leverage(_ab._sys.argv[1], _ab._sys.argv[3],sep='\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getAssociationRules())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/AssociationRules/basic/lift.py b/PAMI/AssociationRules/basic/lift.py index 424ebda4..75ff7ee4 100644 --- a/PAMI/AssociationRules/basic/lift.py +++ b/PAMI/AssociationRules/basic/lift.py @@ -214,7 +214,7 @@ def _readPatterns(self): # sorted(k, key=lambda x: self._frequentPatterns[x], reverse=True) # return k - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here @@ -341,7 +341,7 @@ def printResults(self): _ap = lift(_ab._sys.argv[1], float(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = lift(_ab._sys.argv[1], float(_ab._sys.argv[3]),sep='\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Association Rules:", len(_ap.getAssociationRules())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/contiguousFrequentPattern/basic/PositionMining.py b/PAMI/contiguousFrequentPattern/basic/PositionMining.py index 35bceddb..65407efc 100644 --- a/PAMI/contiguousFrequentPattern/basic/PositionMining.py +++ b/PAMI/contiguousFrequentPattern/basic/PositionMining.py @@ -262,7 +262,7 @@ def mineNext_candidates(self): self.join(curr,self.current_candidate) self.current_candidate+=1 - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Pattern mining process will start from here diff --git a/PAMI/contiguousFrequentPattern/basic/abstract.py b/PAMI/contiguousFrequentPattern/basic/abstract.py index 99fcfe35..9d29a831 100644 --- a/PAMI/contiguousFrequentPattern/basic/abstract.py +++ b/PAMI/contiguousFrequentPattern/basic/abstract.py @@ -58,7 +58,7 @@ class _contigousPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/correlatedPattern/basic/CoMine.py b/PAMI/correlatedPattern/basic/CoMine.py index b49784bb..5a851106 100644 --- a/PAMI/correlatedPattern/basic/CoMine.py +++ b/PAMI/correlatedPattern/basic/CoMine.py @@ -288,7 +288,7 @@ def _convert(self, value: Union[int, float, str]) -> None: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main method to start @@ -511,7 +511,7 @@ def printResults(self) -> None: _ap = CoMine(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = CoMine(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Correlated-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/correlatedPattern/basic/CoMinePlus.py b/PAMI/correlatedPattern/basic/CoMinePlus.py index c29dfea6..82935f30 100644 --- a/PAMI/correlatedPattern/basic/CoMinePlus.py +++ b/PAMI/correlatedPattern/basic/CoMinePlus.py @@ -288,7 +288,7 @@ def _convert(self, value: Union[int, float, str]) -> None: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine() @@ -543,7 +543,7 @@ def printResults(self) -> None: _ap = CoMinePlus(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = CoMinePlus(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Correlated-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/correlatedPattern/basic/_CoMine.py b/PAMI/correlatedPattern/basic/_CoMine.py index e26877bb..368ae9cf 100644 --- a/PAMI/correlatedPattern/basic/_CoMine.py +++ b/PAMI/correlatedPattern/basic/_CoMine.py @@ -550,7 +550,7 @@ def _correlatedPatternGrowthGenerate(self, correlatedPatternTree, prefix, prefix treeBeta.createHeaderList(mapSupportBeta, self._minSup) self._correlatedPatternGrowthGenerate(treeBeta, prefix, prefixLength + 1, mapSupportBeta) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main method to start @@ -682,7 +682,7 @@ def printResults(self) -> None: _ap = CoMine(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = CoMine(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Correlated-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/correlatedPattern/basic/abstract.py b/PAMI/correlatedPattern/basic/abstract.py index 9f3b2257..8286d77f 100644 --- a/PAMI/correlatedPattern/basic/abstract.py +++ b/PAMI/correlatedPattern/basic/abstract.py @@ -62,7 +62,7 @@ class _correlatedPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/coveragePattern/basic/CMine.py b/PAMI/coveragePattern/basic/CMine.py index c880515d..4fae6cf9 100644 --- a/PAMI/coveragePattern/basic/CMine.py +++ b/PAMI/coveragePattern/basic/CMine.py @@ -305,7 +305,7 @@ def generateAllPatterns(self,coverageItems: Dict[str, int]) -> None: #print(i,tidData[i][0]) self.genPatterns(tidData[i],tidData[i+1:length]) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method to start """ @@ -419,7 +419,7 @@ def printResults(self) -> None: _ap = CMine(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = CMine(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of coverage Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/coveragePattern/basic/CPPG.py b/PAMI/coveragePattern/basic/CPPG.py index 2dece48f..2d34c582 100644 --- a/PAMI/coveragePattern/basic/CPPG.py +++ b/PAMI/coveragePattern/basic/CPPG.py @@ -352,7 +352,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from this function """ @@ -475,7 +475,7 @@ def printResults(self) -> None: _ap = CPPG(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = CPPG(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Coverage Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/coveragePattern/basic/abstract.py b/PAMI/coveragePattern/basic/abstract.py index 6d68eca4..1446ef64 100644 --- a/PAMI/coveragePattern/basic/abstract.py +++ b/PAMI/coveragePattern/basic/abstract.py @@ -70,7 +70,7 @@ class _coveragePatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/extras/convertMultiTSIntoFuzzy.py b/PAMI/extras/convertMultiTSIntoFuzzy.py index af148be7..40ce2353 100644 --- a/PAMI/extras/convertMultiTSIntoFuzzy.py +++ b/PAMI/extras/convertMultiTSIntoFuzzy.py @@ -169,7 +169,7 @@ def save(self, outputFile: str) -> None: # break writer.write("%s\n" %s2) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/PAMI/extras/fuzzyTransformation/abstract.py b/PAMI/extras/fuzzyTransformation/abstract.py index 86ad8a65..b7736624 100644 --- a/PAMI/extras/fuzzyTransformation/abstract.py +++ b/PAMI/extras/fuzzyTransformation/abstract.py @@ -74,7 +74,7 @@ class _convert(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/faultTolerantFrequentPattern/basic/FTApriori.py b/PAMI/faultTolerantFrequentPattern/basic/FTApriori.py index 742e5d49..dd6338b9 100644 --- a/PAMI/faultTolerantFrequentPattern/basic/FTApriori.py +++ b/PAMI/faultTolerantFrequentPattern/basic/FTApriori.py @@ -296,7 +296,7 @@ def _getFaultPatterns(self) -> None: if len(j) >= self._minLength and res >= self._minSup: self._finalPatterns[tuple(j)] = res - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fault-tolerant frequent pattern mining process will start from here @@ -437,7 +437,7 @@ def printResults(self) -> None: _ab._sys.argv[5], _ab._sys.argv[6], _ab._sys.argv[7], ) if len(_ab._sys.argv) == 7: _ap = FTApriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.py b/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.py index 7a0a817c..2f4f1c6f 100644 --- a/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.py +++ b/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.py @@ -550,7 +550,7 @@ def __savePeriodic(self, itemSet: List[int]) -> str: temp = temp + self.__rankDup[i] + "\t" return temp - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation @@ -688,7 +688,7 @@ def printResults(self) -> None: _fp._sys.argv[5], _fp._sys.argv[6], _fp._sys.argv[7]) if len(_fp._sys.argv) == 7: _ap = FTFPGrowth(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5], _fp._sys.argv[6]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_fp._sys.argv[2]) diff --git a/PAMI/faultTolerantFrequentPattern/basic/abstract.py b/PAMI/faultTolerantFrequentPattern/basic/abstract.py index 978736ac..f35e17e4 100644 --- a/PAMI/faultTolerantFrequentPattern/basic/abstract.py +++ b/PAMI/faultTolerantFrequentPattern/basic/abstract.py @@ -76,7 +76,7 @@ class _faultTolerantFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/frequentPattern/basic/Apriori.py b/PAMI/frequentPattern/basic/Apriori.py index 6225e2f2..c53a0169 100644 --- a/PAMI/frequentPattern/basic/Apriori.py +++ b/PAMI/frequentPattern/basic/Apriori.py @@ -204,7 +204,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -402,7 +402,7 @@ def printResults(self) -> None: _ap = Apriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = Apriori(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ap._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/Aprioribitset.py b/PAMI/frequentPattern/basic/Aprioribitset.py index 3786af23..3bfe8665 100644 --- a/PAMI/frequentPattern/basic/Aprioribitset.py +++ b/PAMI/frequentPattern/basic/Aprioribitset.py @@ -208,7 +208,7 @@ def _creatingItemSets(self): print("File Not Found") self._minSup = self._convert(self._minSup) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): self.mine() @@ -407,7 +407,7 @@ def printResults(self): _ap = Aprioribitset(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = Aprioribitset(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/ECLAT.py b/PAMI/frequentPattern/basic/ECLAT.py index 87ac9f1c..6483265c 100644 --- a/PAMI/frequentPattern/basic/ECLAT.py +++ b/PAMI/frequentPattern/basic/ECLAT.py @@ -204,7 +204,7 @@ def _convert(self, value) -> float: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -396,7 +396,7 @@ def printResults(self) -> None: _ap = ECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ECLAT(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/ECLATDiffset.py b/PAMI/frequentPattern/basic/ECLATDiffset.py index f3dac436..dd879c57 100644 --- a/PAMI/frequentPattern/basic/ECLATDiffset.py +++ b/PAMI/frequentPattern/basic/ECLATDiffset.py @@ -204,7 +204,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -389,7 +389,7 @@ def printResults(self): _ap = ECLATDiffset(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ECLATDiffset(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/ECLATbitset.py b/PAMI/frequentPattern/basic/ECLATbitset.py index 08531eb0..295d5eb6 100644 --- a/PAMI/frequentPattern/basic/ECLATbitset.py +++ b/PAMI/frequentPattern/basic/ECLATbitset.py @@ -205,7 +205,7 @@ def _creatingItemSets(self): print("File Not Found") self._minSup = self._convert(self._minSup) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -415,7 +415,7 @@ def printResults(self): _ap = ECLATbitset(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ECLATbitset(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/FPGrowth.py b/PAMI/frequentPattern/basic/FPGrowth.py index ee489484..68a71f35 100644 --- a/PAMI/frequentPattern/basic/FPGrowth.py +++ b/PAMI/frequentPattern/basic/FPGrowth.py @@ -429,7 +429,7 @@ def mine(self) -> None: self.__memoryUSS = process.memory_full_info().uss self.__memoryRSS = process.memory_info().rss - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Starting the mining process @@ -532,7 +532,7 @@ def printResults(self) -> None: _ap = FPGrowth(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4]) if len(_fp._sys.argv) == 4: _ap = FPGrowth(_fp._sys.argv[1], _fp._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len( _ap.getPatterns())) _ap.save(_fp._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/_Apriori.py b/PAMI/frequentPattern/basic/_Apriori.py index a9ecd96b..87ca719b 100644 --- a/PAMI/frequentPattern/basic/_Apriori.py +++ b/PAMI/frequentPattern/basic/_Apriori.py @@ -272,7 +272,7 @@ def _frequentToCandidate(frequentList: Dict[frozenset, int], length: int) -> Lis frequentToCandidateList.extend(nextList) return sorted(frequentToCandidateList) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -438,7 +438,7 @@ def printResults(self) -> None: _ap = Apriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = Apriori(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ap._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/_ECLATDiffset.py b/PAMI/frequentPattern/basic/_ECLATDiffset.py index b9970a1a..718049b7 100644 --- a/PAMI/frequentPattern/basic/_ECLATDiffset.py +++ b/PAMI/frequentPattern/basic/_ECLATDiffset.py @@ -262,7 +262,7 @@ def _runDeclat(self, candidateList): if len(newList) > 0: self._runDeclat(newList) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -389,7 +389,7 @@ def printResults(self): _ap = ECLATDiffset(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = ECLATDiffset(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/_FPGrowth.py b/PAMI/frequentPattern/basic/_FPGrowth.py index 2f54ba27..b890d3b3 100644 --- a/PAMI/frequentPattern/basic/_FPGrowth.py +++ b/PAMI/frequentPattern/basic/_FPGrowth.py @@ -529,7 +529,7 @@ def __savePeriodic(self, itemSet) -> str: temp = temp + self.__rankDup[i] + "\t" return temp - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation @@ -682,7 +682,7 @@ def printResults(self) -> None: _ap = FPGrowth(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4]) if len(_fp._sys.argv) == 4: _ap = FPGrowth(_fp._sys.argv[1], _fp._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len( _ap.getPatterns())) _ap.save(_fp._sys.argv[2]) diff --git a/PAMI/frequentPattern/basic/abstract.py b/PAMI/frequentPattern/basic/abstract.py index 814f25b2..7366f704 100644 --- a/PAMI/frequentPattern/basic/abstract.py +++ b/PAMI/frequentPattern/basic/abstract.py @@ -74,7 +74,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/frequentPattern/closed/CHARM.py b/PAMI/frequentPattern/closed/CHARM.py index dbd75973..9b8de190 100644 --- a/PAMI/frequentPattern/closed/CHARM.py +++ b/PAMI/frequentPattern/closed/CHARM.py @@ -374,7 +374,7 @@ def _processEquivalenceClass(self, prefix, itemSets, tidSets): self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetx)), tidSetX) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from here by extracting the frequent patterns from the database. It performs prefix @@ -524,7 +524,7 @@ def printResults(self): _ap = CHARM(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = CHARM(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Closed Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/closed/abstract.py b/PAMI/frequentPattern/closed/abstract.py index a26c96bc..0171dd7a 100644 --- a/PAMI/frequentPattern/closed/abstract.py +++ b/PAMI/frequentPattern/closed/abstract.py @@ -72,7 +72,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/frequentPattern/cuda/abstract.py b/PAMI/frequentPattern/cuda/abstract.py index 1ea140ee..750c15f3 100644 --- a/PAMI/frequentPattern/cuda/abstract.py +++ b/PAMI/frequentPattern/cuda/abstract.py @@ -66,7 +66,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/frequentPattern/cuda/cuApriori.py b/PAMI/frequentPattern/cuda/cuApriori.py index 77bb9e53..b5e177ed 100644 --- a/PAMI/frequentPattern/cuda/cuApriori.py +++ b/PAMI/frequentPattern/cuda/cuApriori.py @@ -260,7 +260,7 @@ def arraysAndItems(self): return newArraysAndItems - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -382,7 +382,7 @@ def printResults(self): _ap = cuApriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cuApriori(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/cuda/cuAprioriBit.py b/PAMI/frequentPattern/cuda/cuAprioriBit.py index 19005437..9d6a696e 100644 --- a/PAMI/frequentPattern/cuda/cuAprioriBit.py +++ b/PAMI/frequentPattern/cuda/cuAprioriBit.py @@ -272,7 +272,7 @@ def createBitRepresentation(self, ArraysAndItems): return bitRep - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -401,7 +401,7 @@ def printResults(self): _ap = cuAprioriBit(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cuAprioriBit(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/cuda/cuEclat.py b/PAMI/frequentPattern/cuda/cuEclat.py index 87943a23..4caf618f 100644 --- a/PAMI/frequentPattern/cuda/cuEclat.py +++ b/PAMI/frequentPattern/cuda/cuEclat.py @@ -252,7 +252,7 @@ def _arraysAndItems(self): return newArraysAndItems - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -380,7 +380,7 @@ def printResults(self): _ap = cuEclat(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cuEclat(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/cuda/cuEclatBit.py b/PAMI/frequentPattern/cuda/cuEclatBit.py index efecac79..ad510183 100644 --- a/PAMI/frequentPattern/cuda/cuEclatBit.py +++ b/PAMI/frequentPattern/cuda/cuEclatBit.py @@ -275,7 +275,7 @@ def createBitRepresentation(self, ArraysAndItems): return bitRep - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -408,7 +408,7 @@ def printResults(self): _ap = cuEclatBit(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cuEclatBit(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -420,7 +420,7 @@ def printResults(self): """_ap = cuEclat("/home/tarun/PAMI/PAMI/frequentPattern/cuda/test.txt", 2, " ") _ap = cuEclat("/home/tarun/Transactional_T10I4D100K.csv", 450, "\t") - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/frequentPattern/cuda/cudaAprioriGCT.py b/PAMI/frequentPattern/cuda/cudaAprioriGCT.py index 7a04d132..4be76227 100644 --- a/PAMI/frequentPattern/cuda/cudaAprioriGCT.py +++ b/PAMI/frequentPattern/cuda/cudaAprioriGCT.py @@ -326,7 +326,7 @@ def save(self, outFile): s1 = str(x) + ":" + str(y) writer.write("%s \n" % s1) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -401,7 +401,7 @@ def printResults(self): _ap = cudaAprioriGCT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cudaAprioriGCT(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/cuda/cudaAprioriTID.py b/PAMI/frequentPattern/cuda/cudaAprioriTID.py index ee59e7c1..9c79e675 100644 --- a/PAMI/frequentPattern/cuda/cudaAprioriTID.py +++ b/PAMI/frequentPattern/cuda/cudaAprioriTID.py @@ -346,7 +346,7 @@ def getPatterns(self): def get_numberOfPatterns(self): return len(self.Patterns) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -477,7 +477,7 @@ def mine(self): _ap = cudaAprioriTID(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cudaAprioriTID(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/cuda/cudaEclatGCT.py b/PAMI/frequentPattern/cuda/cudaEclatGCT.py index d557108f..313c4d20 100644 --- a/PAMI/frequentPattern/cuda/cudaEclatGCT.py +++ b/PAMI/frequentPattern/cuda/cudaEclatGCT.py @@ -346,7 +346,7 @@ def eclat(self, basePattern, final, vb_data, idx2item, item2idx): if len(newBasePattern) > 0: self.eclat(newBasePattern, final, vb_data, idx2item, item2idx) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -388,7 +388,7 @@ def mine(self): _ap = cudaEclatGCT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = cudaEclatGCT(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ap._sys.argv[2]) diff --git a/PAMI/frequentPattern/maximal/MaxFPGrowth.py b/PAMI/frequentPattern/maximal/MaxFPGrowth.py index 07599c7c..71629be3 100644 --- a/PAMI/frequentPattern/maximal/MaxFPGrowth.py +++ b/PAMI/frequentPattern/maximal/MaxFPGrowth.py @@ -649,7 +649,7 @@ def _convertItems(self, itemSet): t1.append(self._rankdup[i]) return t1 - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from this function @@ -780,7 +780,7 @@ def printResults(self): _ap = MaxFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = MaxFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() _ap.save(_ab._sys.argv[2]) print("Total number of Maximal Frequent Patterns:", len(_ap.getPatterns())) diff --git a/PAMI/frequentPattern/maximal/abstract.py b/PAMI/frequentPattern/maximal/abstract.py index a5a22443..7df2fb5a 100644 --- a/PAMI/frequentPattern/maximal/abstract.py +++ b/PAMI/frequentPattern/maximal/abstract.py @@ -72,7 +72,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/frequentPattern/pyspark/abstract.py b/PAMI/frequentPattern/pyspark/abstract.py index b871854c..4a1a2b07 100644 --- a/PAMI/frequentPattern/pyspark/abstract.py +++ b/PAMI/frequentPattern/pyspark/abstract.py @@ -47,7 +47,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/frequentPattern/pyspark/parallelApriori.py b/PAMI/frequentPattern/pyspark/parallelApriori.py index 18d15a9f..1063594d 100644 --- a/PAMI/frequentPattern/pyspark/parallelApriori.py +++ b/PAMI/frequentPattern/pyspark/parallelApriori.py @@ -360,7 +360,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -404,7 +404,7 @@ def mine(self): _ap = parallelApriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = parallelApriori(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _finalPatterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_finalPatterns)) diff --git a/PAMI/frequentPattern/pyspark/parallelECLAT.py b/PAMI/frequentPattern/pyspark/parallelECLAT.py index 3fd0a90b..eee63156 100644 --- a/PAMI/frequentPattern/pyspark/parallelECLAT.py +++ b/PAMI/frequentPattern/pyspark/parallelECLAT.py @@ -295,7 +295,7 @@ def _convert(self, value): print(type(value), value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -360,7 +360,7 @@ def mine(self): _ap = parallelECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = parallelECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _finalPatterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_finalPatterns)) diff --git a/PAMI/frequentPattern/pyspark/parallelFPGrowth.py b/PAMI/frequentPattern/pyspark/parallelFPGrowth.py index b29a0c4d..5b6de346 100644 --- a/PAMI/frequentPattern/pyspark/parallelFPGrowth.py +++ b/PAMI/frequentPattern/pyspark/parallelFPGrowth.py @@ -260,7 +260,7 @@ class parallelFPGrowth(_ab._frequentPatterns): def __init__(self, iFile, minSup, numWorkers, sep='\t'): super().__init__(iFile, minSup, int(numWorkers), sep) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -499,7 +499,7 @@ def _convert(self, value): _ap = parallelFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = parallelFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _finalPatterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_finalPatterns)) diff --git a/PAMI/frequentPattern/topk/FAE.py b/PAMI/frequentPattern/topk/FAE.py index b3877611..d6bb59f3 100644 --- a/PAMI/frequentPattern/topk/FAE.py +++ b/PAMI/frequentPattern/topk/FAE.py @@ -301,7 +301,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ TopK Frequent pattern mining process will start from here @@ -433,7 +433,7 @@ def printResults(self): _ap = FAE(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = FAE(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Top K Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/topk/_FAE.py b/PAMI/frequentPattern/topk/_FAE.py index 88a165ad..389dcb03 100644 --- a/PAMI/frequentPattern/topk/_FAE.py +++ b/PAMI/frequentPattern/topk/_FAE.py @@ -316,7 +316,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main function of the program @@ -447,7 +447,7 @@ def printTOPK(self): _ap = FAE(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = FAE(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Top K Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/frequentPattern/topk/abstract.py b/PAMI/frequentPattern/topk/abstract.py index c4e45cb3..5f6a5375 100644 --- a/PAMI/frequentPattern/topk/abstract.py +++ b/PAMI/frequentPattern/topk/abstract.py @@ -55,7 +55,7 @@ class _frequentPatterns(_ABC): To store the total amount of RSS memory consumed by the program Methods: ------- - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.py b/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.py index ae0c6258..0a9f5c67 100644 --- a/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.py +++ b/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.py @@ -471,7 +471,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will startTime from here @@ -767,7 +767,7 @@ def main(): _ap = FCPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = FCPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy Correlated Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/fuzzyCorrelatedPattern/basic/abstract.py b/PAMI/fuzzyCorrelatedPattern/basic/abstract.py index 9a071dc3..efabf1fc 100644 --- a/PAMI/fuzzyCorrelatedPattern/basic/abstract.py +++ b/PAMI/fuzzyCorrelatedPattern/basic/abstract.py @@ -75,7 +75,7 @@ class _corelatedFuzzyFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/fuzzyFrequentPattern/basic/FFIMiner.py b/PAMI/fuzzyFrequentPattern/basic/FFIMiner.py index f8961b22..80b6c6a3 100644 --- a/PAMI/fuzzyFrequentPattern/basic/FFIMiner.py +++ b/PAMI/fuzzyFrequentPattern/basic/FFIMiner.py @@ -404,7 +404,7 @@ def printResults(self) -> None: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -413,7 +413,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = FFIMiner('/Users/tarunsreepada/Downloads/Fuzzy_T10I4D100K.csv', 400, '\t') - # _ap.startMine() + # _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.py b/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.py index 1fe1b42d..afc6c2df 100644 --- a/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.py +++ b/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.py @@ -488,7 +488,7 @@ def _Regions(self, quantity: float) -> None: (quantity - self._RegionsCal[i][0]) / base) return - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here @@ -765,7 +765,7 @@ def printResults(self) -> None: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/fuzzyFrequentPattern/basic/_FFIMiner.py b/PAMI/fuzzyFrequentPattern/basic/_FFIMiner.py index 982e99cb..98dbd6e4 100644 --- a/PAMI/fuzzyFrequentPattern/basic/_FFIMiner.py +++ b/PAMI/fuzzyFrequentPattern/basic/_FFIMiner.py @@ -397,7 +397,7 @@ def _creatingItemsets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here @@ -640,7 +640,7 @@ def printResults(self) -> None: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = FFIMiner(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -649,7 +649,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = FFIMiner('/Users/tarunsreepada/Downloads/Fuzzy_T10I4D100K.csv', 400, '\t') - # _ap.startMine() + # _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/PAMI/fuzzyFrequentPattern/basic/abstract.py b/PAMI/fuzzyFrequentPattern/basic/abstract.py index 3686b47a..a0ce01a2 100644 --- a/PAMI/fuzzyFrequentPattern/basic/abstract.py +++ b/PAMI/fuzzyFrequentPattern/basic/abstract.py @@ -81,7 +81,7 @@ class _fuzzyFrequentPattenrs(_ABC): :Method: - startMine() + mine() Calling this function will start the actual mining process getPatterns() diff --git a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py index 8bcc9697..23705a24 100644 --- a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py +++ b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py @@ -416,7 +416,7 @@ def _mapNeighbours(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -690,7 +690,7 @@ def printResults(self) -> None: _ap = FFSPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = FFSPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Fuzzy Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -699,7 +699,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = FFSPMiner('sample.txt', 'nei.txt', 1, ' ') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.py b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.py index 3206eb8a..6f031038 100644 --- a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.py +++ b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.py @@ -456,7 +456,7 @@ def _mapNeighbours(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -757,7 +757,7 @@ def printResults(self): _ap = FFSPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = FFSPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Fuzzy Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/abstract.py b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/abstract.py index 54ae03e3..4c141668 100644 --- a/PAMI/fuzzyGeoreferencedFrequentPattern/basic/abstract.py +++ b/PAMI/fuzzyGeoreferencedFrequentPattern/basic/abstract.py @@ -73,7 +73,7 @@ class _fuzzySpatialFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.py b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.py index f667382a..03673768 100644 --- a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.py +++ b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.py @@ -411,7 +411,7 @@ def _mapNeighbours(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -732,7 +732,7 @@ def printResults(self): _ab._sys.argv[6]) if len(_ab._sys.argv) == 5: _ap = FGPFPMiner(_ab._sys.argv[1], _ab._sys.argv[2], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Fuzzy Periodic Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -742,7 +742,7 @@ def printResults(self): _ap.save("outputfile.txt") else: _ap = FGPFPMiner('sample.txt','nei.txt', 1, 10, ' ') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.py b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.py index e48fa2f8..71e0829a 100644 --- a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.py +++ b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.py @@ -460,7 +460,7 @@ def _Regions(self, quantity): (quantity - self._RegionsCal[i][0]) / base) return - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -846,7 +846,7 @@ def generateGraphs(result): _ab._sys.argv[6]) if len(_ab._sys.argv) == 5: _ap = FGPFPMiner(_ab._sys.argv[1], _ab._sys.argv[2], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Fuzzy Periodic Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/abstract.py b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/abstract.py index c1c0d9b5..b35253a4 100644 --- a/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/abstract.py @@ -71,7 +71,7 @@ class _fuzzySpatialFrequentPatterns(_ABC): Methods : ------- - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.py b/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.py index 91a053e6..a108b5a5 100644 --- a/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.py +++ b/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.py @@ -397,7 +397,7 @@ def _creatingItemsets(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ fuzzy-Frequent pattern mining process will start from here @@ -636,7 +636,7 @@ def printResults(self): _ap = F3PMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = F3PMiner(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() _ap.save(_ab._sys.argv[2]) _ap.printResults() diff --git a/PAMI/fuzzyPartialPeriodicPatterns/basic/abstract.py b/PAMI/fuzzyPartialPeriodicPatterns/basic/abstract.py index 3a136dee..eea345c1 100644 --- a/PAMI/fuzzyPartialPeriodicPatterns/basic/abstract.py +++ b/PAMI/fuzzyPartialPeriodicPatterns/basic/abstract.py @@ -73,7 +73,7 @@ class _fuzzyPartialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.py b/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.py index cb975488..6674f342 100644 --- a/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.py +++ b/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.py @@ -421,7 +421,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fuzzy periodic Frequent pattern mining process will start from here @@ -686,7 +686,7 @@ def printResults(self) -> None: _ap = FPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: # to consider "\t" as a separator _ap = FPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -695,7 +695,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = FPFPMiner('sample.txt', 1, 10, ' ') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.py b/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.py index 61ed4539..652e1dd3 100644 --- a/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.py +++ b/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.py @@ -445,7 +445,7 @@ def _creatingItemSets(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Fuzzy periodic Frequent pattern mining process will start from here @@ -746,7 +746,7 @@ def printResults(self): _ap = FPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: # to consider "\t" as a separator _ap = FPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Fuzzy Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/fuzzyPeriodicFrequentPattern/basic/abstract.py b/PAMI/fuzzyPeriodicFrequentPattern/basic/abstract.py index c425a4da..70d0d7a4 100644 --- a/PAMI/fuzzyPeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/fuzzyPeriodicFrequentPattern/basic/abstract.py @@ -75,7 +75,7 @@ class _fuzzyPeriodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.py b/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.py index 01e9d698..75720efd 100644 --- a/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.py +++ b/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.py @@ -436,7 +436,7 @@ def mapNeighbours(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -573,7 +573,7 @@ def printResults(self): _ap = GPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = GPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/geoReferencedPeriodicFrequentPattern/basic/abstract.py b/PAMI/geoReferencedPeriodicFrequentPattern/basic/abstract.py index 14be5004..157c95c6 100644 --- a/PAMI/geoReferencedPeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/geoReferencedPeriodicFrequentPattern/basic/abstract.py @@ -65,7 +65,7 @@ class _geoReferencedPeriodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/georeferencedFrequentPattern/basic/FSPGrowth.py b/PAMI/georeferencedFrequentPattern/basic/FSPGrowth.py index 574e13e0..e7814183 100644 --- a/PAMI/georeferencedFrequentPattern/basic/FSPGrowth.py +++ b/PAMI/georeferencedFrequentPattern/basic/FSPGrowth.py @@ -507,7 +507,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start pattern mining from here @@ -620,7 +620,7 @@ def printResults(self): _ap = FSPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = FSPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.py b/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.py index 0cd80afa..cb53bf93 100644 --- a/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.py +++ b/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.py @@ -408,7 +408,7 @@ def _mapNeighbours(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -545,7 +545,7 @@ def printResults(self): _ap = SpatialECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = SpatialECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/georeferencedFrequentPattern/basic/abstract.py b/PAMI/georeferencedFrequentPattern/basic/abstract.py index eda339bb..918569c4 100644 --- a/PAMI/georeferencedFrequentPattern/basic/abstract.py +++ b/PAMI/georeferencedFrequentPattern/basic/abstract.py @@ -75,7 +75,7 @@ class _spatialFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/georeferencedFrequentSequencePattern/abstract.py b/PAMI/georeferencedFrequentSequencePattern/abstract.py index 35660bf0..baa85324 100644 --- a/PAMI/georeferencedFrequentSequencePattern/abstract.py +++ b/PAMI/georeferencedFrequentSequencePattern/abstract.py @@ -75,7 +75,7 @@ class _sequentialSpatialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/georeferencedFrequentSequencePattern/basic/GFSP_Miner.py b/PAMI/georeferencedFrequentSequencePattern/basic/GFSP_Miner.py index 023f3953..b8394de0 100644 --- a/PAMI/georeferencedFrequentSequencePattern/basic/GFSP_Miner.py +++ b/PAMI/georeferencedFrequentSequencePattern/basic/GFSP_Miner.py @@ -1000,7 +1000,7 @@ def makeNextRowSame3(self, bs, latestWord, latestWord2): bs2 = bs + (x2, -1) return bs2, bs, x2 - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -1111,7 +1111,7 @@ def printResults(self): _ap = Spade(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = Spade(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_Patterns)) @@ -1124,7 +1124,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _run) else: _ap = Spade('retail.txt', "file3.txt", 87, ' ') - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() _memUSS = _ap.getMemoryUSS() diff --git a/PAMI/georeferencedFrequentSequencePattern/basic/GFSPminer.py b/PAMI/georeferencedFrequentSequencePattern/basic/GFSPminer.py index 729926b1..95b186d3 100644 --- a/PAMI/georeferencedFrequentSequencePattern/basic/GFSPminer.py +++ b/PAMI/georeferencedFrequentSequencePattern/basic/GFSPminer.py @@ -1028,7 +1028,7 @@ def makeNextRowSame3(self, bs, latestWord, latestWord2): bs2 = bs + (x2, -1) return bs2, bs, x2 - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -1139,7 +1139,7 @@ def printResults(self): _ap = GFSPminer(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = GFSPminer(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_Patterns)) @@ -1152,7 +1152,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _run) else: _ap = GFSPminer('retail.txt', "file3.txt", 87, ' ') - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() _memUSS = _ap.getMemoryUSS() diff --git a/PAMI/georeferencedFrequentSequencePattern/basic/abstract.py b/PAMI/georeferencedFrequentSequencePattern/basic/abstract.py index 4c3ee709..53de8902 100644 --- a/PAMI/georeferencedFrequentSequencePattern/basic/abstract.py +++ b/PAMI/georeferencedFrequentSequencePattern/basic/abstract.py @@ -76,7 +76,7 @@ class _GeorefarencedFequentialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.py b/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.py index a4504088..23f0bbb5 100644 --- a/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.py +++ b/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.py @@ -422,7 +422,7 @@ def mapNeighbours(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -561,7 +561,7 @@ def printResults(self): _ap = STEclat(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = STEclat(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/georeferencedPartialPeriodicPattern/basic/abstract.py b/PAMI/georeferencedPartialPeriodicPattern/basic/abstract.py index 8c305d2b..390e84c7 100644 --- a/PAMI/georeferencedPartialPeriodicPattern/basic/abstract.py +++ b/PAMI/georeferencedPartialPeriodicPattern/basic/abstract.py @@ -65,7 +65,7 @@ class _partialPeriodicSpatialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilityFrequentPattern/basic/HUFIM.py b/PAMI/highUtilityFrequentPattern/basic/HUFIM.py index 280a7a5a..f58aa86a 100644 --- a/PAMI/highUtilityFrequentPattern/basic/HUFIM.py +++ b/PAMI/highUtilityFrequentPattern/basic/HUFIM.py @@ -534,7 +534,7 @@ def _convert(self, value) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ High Utility Frequent Pattern mining start here @@ -945,7 +945,7 @@ def printResults(self) -> None: _ap = HUFIM(_ab._sys.argv[1], int(_ab._sys.argv[3]), float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: #takes "\t" as a separator _ap = HUFIM(_ab._sys.argv[1], int(_ab._sys.argv[3]), float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/highUtilityFrequentPattern/basic/abstract.py b/PAMI/highUtilityFrequentPattern/basic/abstract.py index 77be0108..cb7e9b3b 100644 --- a/PAMI/highUtilityFrequentPattern/basic/abstract.py +++ b/PAMI/highUtilityFrequentPattern/basic/abstract.py @@ -72,7 +72,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.py b/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.py index 25a7c9cd..c9e3cc3a 100644 --- a/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.py +++ b/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.py @@ -528,7 +528,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ High Utility Frequent Pattern mining start here @@ -1012,7 +1012,7 @@ def main(): # _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5], _ab._sys.argv[6]) # if len(_ab._sys.argv) == 6: # _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5]) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Frequent Patterns:", len(_ap.getPatterns())) # _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/highUtilityGeoreferencedFrequentPattern/basic/abstract.py b/PAMI/highUtilityGeoreferencedFrequentPattern/basic/abstract.py index c9dd5786..e4327266 100644 --- a/PAMI/highUtilityGeoreferencedFrequentPattern/basic/abstract.py +++ b/PAMI/highUtilityGeoreferencedFrequentPattern/basic/abstract.py @@ -73,7 +73,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilityPattern/basic/EFIM.py b/PAMI/highUtilityPattern/basic/EFIM.py index 00fef50e..d86d7145 100644 --- a/PAMI/highUtilityPattern/basic/EFIM.py +++ b/PAMI/highUtilityPattern/basic/EFIM.py @@ -490,7 +490,7 @@ def __init__(self, iFile, minUtil, sep="\t") -> None: self._memoryUSS = float() self._memoryRSS = float() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Start the EFIM algorithm. @@ -845,7 +845,7 @@ def printResults(self) -> None: _ap = EFIM(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: #takes "\t" as a separator _ap = EFIM(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -854,7 +854,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = EFIM('/Users/likhitha/Downloads/Utility_T10I4D100K.csv', 50000, '\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save('/Users/likhitha/Downloads/UPGrowth_output.txt') diff --git a/PAMI/highUtilityPattern/basic/HMiner.py b/PAMI/highUtilityPattern/basic/HMiner.py index 47a5247d..1ea84c1a 100644 --- a/PAMI/highUtilityPattern/basic/HMiner.py +++ b/PAMI/highUtilityPattern/basic/HMiner.py @@ -349,7 +349,7 @@ def _creteItemsets(self): print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main program to start the operation @@ -726,7 +726,7 @@ def printResults(self): _ap = HMiner(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: # to consider "\t" as a separator _ap = HMiner(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of huis:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/highUtilityPattern/basic/UPGrowth.py b/PAMI/highUtilityPattern/basic/UPGrowth.py index 4017cd0e..e85c0340 100644 --- a/PAMI/highUtilityPattern/basic/UPGrowth.py +++ b/PAMI/highUtilityPattern/basic/UPGrowth.py @@ -510,7 +510,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from here @@ -761,7 +761,7 @@ def printResults(self) -> None: _ap = UPGrowth(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = UPGrowth(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -770,7 +770,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = UPGrowth('/Users/likhitha/Downloads/Utility_T10I4D100K.csv', 50000, '\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save('/Users/likhitha/Downloads/UPGrowth_output.txt') diff --git a/PAMI/highUtilityPattern/basic/abstract.py b/PAMI/highUtilityPattern/basic/abstract.py index c147e2da..66546f08 100644 --- a/PAMI/highUtilityPattern/basic/abstract.py +++ b/PAMI/highUtilityPattern/basic/abstract.py @@ -58,7 +58,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilityPattern/basic/efimParallel.py b/PAMI/highUtilityPattern/basic/efimParallel.py index d8f11366..25c5a743 100644 --- a/PAMI/highUtilityPattern/basic/efimParallel.py +++ b/PAMI/highUtilityPattern/basic/efimParallel.py @@ -445,7 +445,7 @@ def _search(self, collections): collections = new_collections - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -566,7 +566,7 @@ def printResults(self): # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) @@ -579,7 +579,7 @@ def printResults(self): _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: #takes "\t" as a separator _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -588,7 +588,7 @@ def printResults(self): print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = efimParallel('/Users/likhitha/Downloads/Utility_T10I4D100K.csv', 50000, '\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save('/Users/likhitha/Downloads/UPGrowth_output.txt') diff --git a/PAMI/highUtilityPattern/parallel/abstract.py b/PAMI/highUtilityPattern/parallel/abstract.py index c147e2da..66546f08 100644 --- a/PAMI/highUtilityPattern/parallel/abstract.py +++ b/PAMI/highUtilityPattern/parallel/abstract.py @@ -58,7 +58,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilityPattern/parallel/efimparallel.py b/PAMI/highUtilityPattern/parallel/efimparallel.py index 37eca6d4..0410b5b1 100644 --- a/PAMI/highUtilityPattern/parallel/efimparallel.py +++ b/PAMI/highUtilityPattern/parallel/efimparallel.py @@ -384,7 +384,7 @@ def _search(self, collections): collections = new_collections - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -509,7 +509,7 @@ def printResults(self): # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) @@ -522,7 +522,7 @@ def printResults(self): _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: #takes "\t" as a separator _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -531,7 +531,7 @@ def printResults(self): print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = efimParallel('/Users/likhitha/Downloads/Utility_T10I4D100K.csv', 50000, '\t') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save('/Users/likhitha/Downloads/UPGrowth_output.txt') diff --git a/PAMI/highUtilityPatterns/parallel/GPUEFIM.py b/PAMI/highUtilityPatterns/parallel/GPUEFIM.py index 0b03a359..b3fa6960 100644 --- a/PAMI/highUtilityPatterns/parallel/GPUEFIM.py +++ b/PAMI/highUtilityPatterns/parallel/GPUEFIM.py @@ -416,7 +416,7 @@ def save(self, outputFile): joined = " ".join(key) + " #UTIL: " + str(value) + "\n" f.write(joined) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -515,7 +515,7 @@ def printResults(self): sep = " " f = GPUEFIM(inputFile, minUtil, sep) - f.startMine() + f.mine() f.mine() f.save("output.txt") print("# of patterns: " + str(len(f.getPatterns()))) diff --git a/PAMI/highUtilityPatternsInStreams/HUPMS.py b/PAMI/highUtilityPatternsInStreams/HUPMS.py index b07f659d..519ebf92 100644 --- a/PAMI/highUtilityPatternsInStreams/HUPMS.py +++ b/PAMI/highUtilityPatternsInStreams/HUPMS.py @@ -747,7 +747,7 @@ def treeGenerations(self, root, netUtil, candidatePattern, curItem = []): if(len(conditionalTree.headerTable.table) != 0): self.treeGenerations(conditionalTree, netUtil, candidatePattern, newItemset) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ This function will start the mining process @@ -934,7 +934,7 @@ def save(self): _ap = HUPMS(_hus._sys.argv[1], _hus._sys.argv[2], _hus._sys.argv[3], _hus._sys.argv[4], _hus._sys.argv[5], _hus._sys.argv[6]) if len(_hus._sys.argv) == 6: _ap = HUPMS(_hus._sys.argv[1], _hus._sys.argv[2], _hus._sys.argv[3], _hus._sys.argv[4], _hus._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Windows Processes:", len( _ap.getPatterns())) diff --git a/PAMI/highUtilityPatternsInStreams/SHUGrowth.py b/PAMI/highUtilityPatternsInStreams/SHUGrowth.py index bd9d2a8d..aa743462 100644 --- a/PAMI/highUtilityPatternsInStreams/SHUGrowth.py +++ b/PAMI/highUtilityPatternsInStreams/SHUGrowth.py @@ -827,7 +827,7 @@ def treeGenerations(self, root, netUtil, candidatePattern, curItem = []): if(len(conditionalTree.headerTable.table) != 0): self.treeGenerations(conditionalTree, netUtil, candidatePattern, newItemset) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ This function will start the mining process @@ -1019,7 +1019,7 @@ def save(self): _ap = SHUGrowth(_hus._sys.argv[1], _hus._sys.argv[2], _hus._sys.argv[3], _hus._sys.argv[4], _hus._sys.argv[5], _hus._sys.argv[6]) if len(_hus._sys.argv) == 6: _ap = SHUGrowth(_hus._sys.argv[1], _hus._sys.argv[2], _hus._sys.argv[3], _hus._sys.argv[4], _hus._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Windows Processes:", len( _ap.getPatterns())) _ap.getPatternsAsDataFrame().to_csv("result.csv", index = False, sep='\t') diff --git a/PAMI/highUtilityPatternsInStreams/abstract.py b/PAMI/highUtilityPatternsInStreams/abstract.py index f121907a..7c92e52e 100644 --- a/PAMI/highUtilityPatternsInStreams/abstract.py +++ b/PAMI/highUtilityPatternsInStreams/abstract.py @@ -59,7 +59,7 @@ class _highUtilityPatternStreamMining(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilitySpatialPattern/abstract.py b/PAMI/highUtilitySpatialPattern/abstract.py index b03a5f19..213d3767 100644 --- a/PAMI/highUtilitySpatialPattern/abstract.py +++ b/PAMI/highUtilitySpatialPattern/abstract.py @@ -71,7 +71,7 @@ class utilityPatterns(ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.py b/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.py index 9f3736c3..254f1dff 100644 --- a/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.py +++ b/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.py @@ -324,7 +324,7 @@ def _compareItems(self, o1: Any, o2: Any) -> int: else: return compare - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation @@ -748,7 +748,7 @@ def printResults(self) -> None: _ap = HDSHUIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: # to consider "\t" as a separator _ap = HDSHUIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial High-Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -759,7 +759,7 @@ def printResults(self) -> None: for i in [100000, 500000]: _ap = HDSHUIM('/Users/Likhitha/Downloads/mushroom_main_2000.txt', '/Users/Likhitha/Downloads/mushroom_neighbors_2000.txt', i, ' ') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/highUtilitySpatialPattern/basic/SHUIM.py b/PAMI/highUtilitySpatialPattern/basic/SHUIM.py index 7eb70daa..966f61f7 100644 --- a/PAMI/highUtilitySpatialPattern/basic/SHUIM.py +++ b/PAMI/highUtilitySpatialPattern/basic/SHUIM.py @@ -462,7 +462,7 @@ class SHUIM(_ab._utilityPatterns): def __init__(self, iFile: str, nFile: str, minUtil: int, sep: str="\t") -> None: super().__init__(iFile, nFile, minUtil, sep) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation @@ -916,7 +916,7 @@ def printResults(self) -> None: _ap = SHUIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = SHUIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -926,7 +926,7 @@ def printResults(self) -> None: else: for i in [100000, 500000]: _ap = SHUIM('/Users/Likhitha/Downloads/mushroom_main_2000.txt', '/Users/Likhitha/Downloads/mushroom_neighbors_2000.txt', i, ' ') - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) #_ap.save(_ab._sys.argv[2]) diff --git a/PAMI/highUtilitySpatialPattern/basic/abstract.py b/PAMI/highUtilitySpatialPattern/basic/abstract.py index 647094df..0a2cb1e3 100644 --- a/PAMI/highUtilitySpatialPattern/basic/abstract.py +++ b/PAMI/highUtilitySpatialPattern/basic/abstract.py @@ -70,7 +70,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.py b/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.py index 4fbfce1b..ee218d95 100644 --- a/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.py +++ b/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.py @@ -433,7 +433,7 @@ class TKSHUIM(utilityPatterns): def __init__(self, iFile, nFile, k, sep="\t"): super().__init__(iFile, nFile, k, sep) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main function of the program. @@ -919,7 +919,7 @@ def main(): k = 1000 seperator = ' ' obj = TKSHUIM(iFile=inputFile, nFile=neighborFile, k=k, sep=seperator) #initialize - obj.startMine() + obj.mine() obj.mine() obj.printResults() print(obj.getPatterns()) @@ -932,7 +932,7 @@ def main(): # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4]), sys.argv[5]) # if len(sys.argv) == 5: # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4])) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Top K Spatial High Utility Patterns:", len(_ap.getPatterns())) # _ap.save(sys.argv[2]) @@ -943,7 +943,7 @@ def main(): # for i in [1000, 5000]: # _ap = TKSHUIM('/Users/Likhitha/Downloads/mushroom_main_2000.txt', # '/Users/Likhitha/Downloads/mushroom_neighbors_2000.txt', i, ' ') - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) # print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/highUtilitySpatialPattern/topk/abstract.py b/PAMI/highUtilitySpatialPattern/topk/abstract.py index c0152507..6ba632c4 100644 --- a/PAMI/highUtilitySpatialPattern/topk/abstract.py +++ b/PAMI/highUtilitySpatialPattern/topk/abstract.py @@ -70,7 +70,7 @@ class utilityPatterns(ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/localPeriodicPattern/basic/LPPGrowth.py b/PAMI/localPeriodicPattern/basic/LPPGrowth.py index c1ce8a40..4e9264c3 100644 --- a/PAMI/localPeriodicPattern/basic/LPPGrowth.py +++ b/PAMI/localPeriodicPattern/basic/LPPGrowth.py @@ -759,7 +759,7 @@ def __convert(self, value: Any) -> float: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. @@ -881,7 +881,7 @@ def printResults(self) -> None: _ap = LPPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = LPPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Local Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/localPeriodicPattern/basic/LPPMBreadth.py b/PAMI/localPeriodicPattern/basic/LPPMBreadth.py index 10629b3c..49ed2b5d 100644 --- a/PAMI/localPeriodicPattern/basic/LPPMBreadth.py +++ b/PAMI/localPeriodicPattern/basic/LPPMBreadth.py @@ -471,7 +471,7 @@ def __convert(self, value: Union[int, float, str]) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. @@ -591,7 +591,7 @@ def printResults(self) -> None: _ap = LPPMBreadth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = LPPMBreadth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Local Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/localPeriodicPattern/basic/LPPMDepth.py b/PAMI/localPeriodicPattern/basic/LPPMDepth.py index 84b0e72e..a2cc7d48 100644 --- a/PAMI/localPeriodicPattern/basic/LPPMDepth.py +++ b/PAMI/localPeriodicPattern/basic/LPPMDepth.py @@ -442,7 +442,7 @@ def __convert(self, value: Union[int, float, str]) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. This function calls createTSlist and generateLPP. @@ -562,7 +562,7 @@ def printResults(self) -> None: _ap = LPPMDepth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = LPPMDepth(_ab._sys.argv[1], _ab._sys.argv[3], float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Local Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/localPeriodicPattern/basic/abstract.py b/PAMI/localPeriodicPattern/basic/abstract.py index a4df2671..6a973113 100644 --- a/PAMI/localPeriodicPattern/basic/abstract.py +++ b/PAMI/localPeriodicPattern/basic/abstract.py @@ -70,7 +70,7 @@ class _localPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getLocalPeriodicPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.py b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.py index 7482ee64..df03cc0f 100644 --- a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.py +++ b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.basic(iFile, mIS) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -289,7 +289,7 @@ class CFPGrowth(_fp._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -333,7 +333,7 @@ class CFPGrowth(_fp._frequentPatterns): obj = alg.basic(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -543,7 +543,7 @@ def __savePeriodic(self, itemSet) -> str: temp = temp + self.__rankDup[i] + "\t" return temp - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation @@ -667,7 +667,7 @@ def printResults(self) -> None: _ap = CFPGrowth(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4]) if len(_fp._sys.argv) == 4: _ap = CFPGrowth(_fp._sys.argv[1], _fp._sys.argv[3]) - _ap.startMine() + _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_fp._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -675,7 +675,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = CFPGrowth('/Users/Likhitha/Downloads/Transactional_T10I4D100K-3.csv', '/Users/Likhitha/Downloads/MIS_T10I4D100K_.csv', '\t') - _ap.startMine() + _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save('/Users/Likhitha/Downloads/CFPGrowth_output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.py b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.py index 723dce61..3f1fd9b0 100644 --- a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.py +++ b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.py @@ -10,7 +10,7 @@ # # obj = alg.CFPGrowthPlus(iFile, MIS, sep) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -263,7 +263,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): - **mapSupport** (*Dictionary*) -- *To maintain the information of item and their frequency.* - **tree** (*class*) -- *it represents the Tree class.* - :**Methods**: - **startMine()** -- *Mining process will start from here.* + :**Methods**: - **mine()** -- *Mining process will start from here.* - **getPatterns()** -- *Complete set of patterns will be retrieved with this function.* - **savePatterns(oFile)** -- *Complete set of frequent patterns will be loaded in to a output file.* - **getPatternsAsDataFrame()** -- *Complete set of frequent patterns will be loaded in to a dataframe.* @@ -302,7 +302,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): obj = alg.CFPGrowthPlus(iFile, MIS, sep) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -509,7 +509,7 @@ def __savePeriodic(self, itemSet): temp = temp + self.__rankDup[i] + " " return temp - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ main program to start the operation @@ -629,7 +629,7 @@ def printResults(self) -> None: _ap = CFPGrowthPlus(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4]) if len(_fp._sys.argv) == 4: _ap = CFPGrowthPlus(_fp._sys.argv[1], _fp._sys.argv[3]) - _ap.startMine() + _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_Patterns)) _ap.savePatterns(_fp._sys.argv[2]) diff --git a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/_CFPGrowthPlus.py b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/_CFPGrowthPlus.py index c08a8d10..7d506415 100644 --- a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/_CFPGrowthPlus.py +++ b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/_CFPGrowthPlus.py @@ -247,7 +247,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -291,7 +291,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): obj = alg.CFPGrowthPlus(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -498,7 +498,7 @@ def __savePeriodic(self, itemSet): temp = temp + self.__rankDup[i] + " " return temp - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ main program to start the operation @@ -618,7 +618,7 @@ def printResults(self) -> None: _ap = CFPGrowthPlus(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4]) if len(_fp._sys.argv) == 4: _ap = CFPGrowthPlus(_fp._sys.argv[1], _fp._sys.argv[3]) - _ap.startMine() + _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_Patterns)) _ap.savePatterns(_fp._sys.argv[2]) diff --git a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/abstract.py b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/abstract.py index 5918ebb7..321afe7c 100644 --- a/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/abstract.py +++ b/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/abstract.py @@ -71,7 +71,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/MMSBPrefixSpan.py b/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/MMSBPrefixSpan.py index b2af6b4d..7a42f57a 100644 --- a/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/MMSBPrefixSpan.py +++ b/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/MMSBPrefixSpan.py @@ -64,7 +64,7 @@ class MMSBprefixSpan(_ab._sequentialPatterns): to calculate MIS for each items Methods: ------- - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -105,7 +105,7 @@ class MMSBprefixSpan(_ab._sequentialPatterns): --------------------------------- import PAMI.multipleMinimumSupportBasedSequentialPattern.basic.MMSBprefixSpan as alg obj = alg.MMSBprefixSpan(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.savePatterns(oFile) @@ -615,7 +615,7 @@ def printResults(self): _ap = MMSBprefixSpan(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4],_ab._sys.argv[5]) if len(_ab._sys.argv) == 4: _ap = MMSBprefixSpan(_ab._sys.argv[1], _ab._sys.argv[3],_ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Frequent Patterns:", len(_Patterns)) _ap.savePatterns(_ab._sys.argv[2]) diff --git a/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/abstract.py b/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/abstract.py index c8a84abe..2eeed6f4 100644 --- a/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/abstract.py +++ b/PAMI/multipleMinimumSupportBasedSequentialPattern/basic/abstract.py @@ -76,7 +76,7 @@ class _sequentialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/partialPeriodicFrequentPattern/basic/_GPFgrowth.py b/PAMI/partialPeriodicFrequentPattern/basic/_GPFgrowth.py index 9a186737..82c6133d 100644 --- a/PAMI/partialPeriodicFrequentPattern/basic/_GPFgrowth.py +++ b/PAMI/partialPeriodicFrequentPattern/basic/_GPFgrowth.py @@ -8,7 +8,7 @@ # # obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR) # -# obj.startMine() +# obj.mine() # # partialPeriodicFrequentPatterns = obj.getPatterns() # @@ -541,7 +541,7 @@ class GPFgrowth(partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -572,7 +572,7 @@ class GPFgrowth(partialPeriodicPatterns): obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR) - obj.startMine() + obj.mine() partialPeriodicFrequentPatterns = obj.getPatterns() diff --git a/PAMI/partialPeriodicFrequentPattern/basic/_PPF_DFS.py b/PAMI/partialPeriodicFrequentPattern/basic/_PPF_DFS.py index 8049638d..56e21369 100644 --- a/PAMI/partialPeriodicFrequentPattern/basic/_PPF_DFS.py +++ b/PAMI/partialPeriodicFrequentPattern/basic/_PPF_DFS.py @@ -8,7 +8,7 @@ # # obj = alg.PPF_DFS(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -116,7 +116,7 @@ class PPF_DFS(partialPeriodicPatterns): save prefix pattern with support and periodic ratio Generation(prefix, itemsets, tidsets) Userd to implement prefix class equibalence method to generate the periodic patterns recursively - startMine() + mine() Mining process will start from here getPartialPeriodicPatterns() Complete set of patterns will be retrieved with this function @@ -147,7 +147,7 @@ class PPF_DFS(partialPeriodicPatterns): obj = alg.PPF_DFS(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() diff --git a/PAMI/partialPeriodicFrequentPattern/basic/abstract.py b/PAMI/partialPeriodicFrequentPattern/basic/abstract.py index ab2bef6c..38815d27 100644 --- a/PAMI/partialPeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/partialPeriodicFrequentPattern/basic/abstract.py @@ -40,7 +40,7 @@ class partialPeriodicPatterns(ABC): To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicFrequentPattern/cuda/cuGPPMiner.py b/PAMI/partialPeriodicFrequentPattern/cuda/cuGPPMiner.py index 24363e78..7133f7d9 100644 --- a/PAMI/partialPeriodicFrequentPattern/cuda/cuGPPMiner.py +++ b/PAMI/partialPeriodicFrequentPattern/cuda/cuGPPMiner.py @@ -327,7 +327,7 @@ def __creatingItemSets(self): return newArraysAndItems - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main program start with extracting the periodic frequent items from the database and @@ -441,7 +441,7 @@ def Mine(self): ap = cuGPPMiner(sys.argv[1], sys.argv[3], sys.argv[4], sys.argv[5], sys.argv[6]) if len(sys.argv) == 6: ap = cuGPPMiner(sys.argv[1], sys.argv[3], sys.argv[4], sys.argv[5]) - ap.startMine() + ap.mine() print("Total number of Frequent Patterns:", len(ap.getPatterns())) ap.save(sys.argv[2]) print("Total Memory in USS:", ap.getMemoryUSS()) @@ -450,7 +450,7 @@ def Mine(self): else: # for i in [1000, 2000, 3000, 4000, 5000]: _ap = cuGPPMiner('Temporal_T10I4D100K.csv', 50, 2000, 0.7, '\t') - _ap.startMine() + _ap.mine() print("Total number of Maximal Partial Periodic Patterns:", len(_ap.getPatterns())) # _ap.save('output.txt') df2 = _ap.getPatterns() diff --git a/PAMI/partialPeriodicPattern/basic/GThreePGrowth.py b/PAMI/partialPeriodicPattern/basic/GThreePGrowth.py index 139ffad9..ec9ab082 100644 --- a/PAMI/partialPeriodicPattern/basic/GThreePGrowth.py +++ b/PAMI/partialPeriodicPattern/basic/GThreePGrowth.py @@ -7,7 +7,7 @@ # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -340,7 +340,7 @@ class GThreePGrowth(_abstract._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -363,7 +363,7 @@ class GThreePGrowth(_abstract._partialPeriodicPatterns): by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -384,7 +384,7 @@ class GThreePGrowth(_abstract._partialPeriodicPatterns): obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() diff --git a/PAMI/partialPeriodicPattern/basic/Gabstract.py b/PAMI/partialPeriodicPattern/basic/Gabstract.py index 721fd704..44ac476c 100644 --- a/PAMI/partialPeriodicPattern/basic/Gabstract.py +++ b/PAMI/partialPeriodicPattern/basic/Gabstract.py @@ -40,7 +40,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/basic/PPPGrowth copy.py b/PAMI/partialPeriodicPattern/basic/PPPGrowth copy.py index 5e0e8877..ce674ae2 100644 --- a/PAMI/partialPeriodicPattern/basic/PPPGrowth copy.py +++ b/PAMI/partialPeriodicPattern/basic/PPPGrowth copy.py @@ -8,7 +8,7 @@ # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -349,7 +349,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -372,7 +372,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -397,7 +397,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -577,7 +577,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree. @@ -701,7 +701,7 @@ def printResults(self) -> None: _ap = PPPGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4], _sys.argv[5]) if len(_sys.argv) == 5: _ap = PPPGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -711,7 +711,7 @@ def printResults(self) -> None: print("Error! The number of input parameters do not match the total number of parameters provided") for i in [100, 200, 300, 400, 500]: _ap = PPPGrowth('/Users/tarunsreepada/Downloads/Temporal_T10I4D100K.csv', i, 5000, '\t') - _ap.startMine() + _ap.mine() print("Total number of Maximal Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save('/Users/tarunsreepada/Downloads/output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/basic/PPPGrowth.py b/PAMI/partialPeriodicPattern/basic/PPPGrowth.py index 014b7849..0cd4443a 100644 --- a/PAMI/partialPeriodicPattern/basic/PPPGrowth.py +++ b/PAMI/partialPeriodicPattern/basic/PPPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -179,7 +179,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -202,7 +202,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -227,7 +227,7 @@ class PPPGrowth(_abstract._partialPeriodicPatterns): obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -334,7 +334,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree. @@ -607,7 +607,7 @@ def printResults(self) -> None: _ap = PPPGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4], _sys.argv[5]) if len(_sys.argv) == 5: _ap = PPPGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -617,7 +617,7 @@ def printResults(self) -> None: print("Error! The number of input parameters do not match the total number of parameters provided") for i in [100, 200, 300, 400, 500]: _ap = PPPGrowth('/Users/tarunsreepada/Downloads/Temporal_T10I4D100K.csv', i, 5000, '\t') - _ap.startMine() + _ap.mine() print("Total number of Maximal Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save('/Users/tarunsreepada/Downloads/output.txt') print(_ap.getPatternsAsDataFrame()) diff --git a/PAMI/partialPeriodicPattern/basic/PPP_ECLAT copy.py b/PAMI/partialPeriodicPattern/basic/PPP_ECLAT copy.py index 9bfdfa45..f52586da 100644 --- a/PAMI/partialPeriodicPattern/basic/PPP_ECLAT copy.py +++ b/PAMI/partialPeriodicPattern/basic/PPP_ECLAT copy.py @@ -7,7 +7,7 @@ # # obj = alg.PPP_ECLAT(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -121,7 +121,7 @@ class PPP_ECLAT(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -164,7 +164,7 @@ class PPP_ECLAT(_ab._partialPeriodicPatterns): obj = alg.PPP_ECLAT(iFile, minPS,period) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -379,7 +379,7 @@ def _Generation(self, prefix: List[str], itemSets: List[str], tidSets: List[list self._save(prefix, list(set(itemSetX)), tidSetX) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program start with extracting the periodic frequent items from the database and @@ -506,7 +506,7 @@ def printResults(self) -> None: _ap = PPP_ECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PPP_ECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.py b/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.py index ffecc251..21a9cd98 100644 --- a/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.py +++ b/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.py @@ -7,7 +7,7 @@ # # obj = alg.PPP_ECLAT(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -119,7 +119,7 @@ class PPP_ECLAT(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -162,7 +162,7 @@ class PPP_ECLAT(_ab._partialPeriodicPatterns): obj = alg.PPP_ECLAT(iFile, minPS,period) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -298,7 +298,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program start with extracting the periodic frequent items from the database and @@ -476,7 +476,7 @@ def printResults(self) -> None: _ap = PPP_ECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PPP_ECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -485,7 +485,7 @@ def printResults(self) -> None: else: for i in [100, 200, 300, 400, 500]: _ap = PPP_ECLAT('/Users/tarunsreepada/Downloads/Temporal_T10I4D100K.csv', i, 5000, '\t') - _ap.startMine() + _ap.mine() print("Total number of Maximal Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save('/Users/tarunsreepada/Downloads/output.txt') print(_ap.getPatternsAsDataFrame()) diff --git a/PAMI/partialPeriodicPattern/basic/abstract.py b/PAMI/partialPeriodicPattern/basic/abstract.py index 09f94687..fc14e69e 100644 --- a/PAMI/partialPeriodicPattern/basic/abstract.py +++ b/PAMI/partialPeriodicPattern/basic/abstract.py @@ -40,7 +40,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/closed/PPPClose.py b/PAMI/partialPeriodicPattern/closed/PPPClose.py index b02299e3..0fa1395f 100644 --- a/PAMI/partialPeriodicPattern/closed/PPPClose.py +++ b/PAMI/partialPeriodicPattern/closed/PPPClose.py @@ -7,7 +7,7 @@ # # obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -122,7 +122,7 @@ class PPPClose(_abstract._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -159,7 +159,7 @@ class PPPClose(_abstract._partialPeriodicPatterns): obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -445,7 +445,7 @@ def _processEquivalenceClass(self, prefix, itemSets, tidSets): self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetX) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here @@ -575,7 +575,7 @@ def printResults(self): _ap = PPPClose(_sys.argv[1], _sys.argv[3], _sys.argv[4], _sys.argv[5]) if len(_sys.argv) == 5: _ap = PPPClose(_sys.argv[1], _sys.argv[3], _sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Patterns:", len(_ap.getPatterns())) _ap.save(_sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/closed/abstract.py b/PAMI/partialPeriodicPattern/closed/abstract.py index e3f83d60..59b18e0d 100644 --- a/PAMI/partialPeriodicPattern/closed/abstract.py +++ b/PAMI/partialPeriodicPattern/closed/abstract.py @@ -39,7 +39,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/cuda/abstract.py b/PAMI/partialPeriodicPattern/cuda/abstract.py index c408c078..5285543b 100644 --- a/PAMI/partialPeriodicPattern/cuda/abstract.py +++ b/PAMI/partialPeriodicPattern/cuda/abstract.py @@ -42,7 +42,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/cuda/cpucuGPPMiner.py b/PAMI/partialPeriodicPattern/cuda/cpucuGPPMiner.py index 64b66648..b0bfd9ab 100644 --- a/PAMI/partialPeriodicPattern/cuda/cpucuGPPMiner.py +++ b/PAMI/partialPeriodicPattern/cuda/cpucuGPPMiner.py @@ -74,7 +74,7 @@ class cpucuGPPMiner(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -115,7 +115,7 @@ class cpucuGPPMiner(_ab._partialPeriodicPatterns): obj = alg.gPPMiner("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -299,7 +299,7 @@ def _creatingOneItemSets(self): return candidates, data - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): self.mine() @@ -461,7 +461,7 @@ def printResults(self): _ap = cpucuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = cpucuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/cuda/cuGPPMiner.py b/PAMI/partialPeriodicPattern/cuda/cuGPPMiner.py index f9eb191a..16e5928a 100644 --- a/PAMI/partialPeriodicPattern/cuda/cuGPPMiner.py +++ b/PAMI/partialPeriodicPattern/cuda/cuGPPMiner.py @@ -71,7 +71,7 @@ class cuGPPMiner(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -106,7 +106,7 @@ class cuGPPMiner(_ab._partialPeriodicPatterns): obj = alg.gPPMiner("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -332,7 +332,7 @@ def _creatingOneItemSets(self): number += 1 return newArraysAndItems - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): self.mine() @@ -494,7 +494,7 @@ def printResults(self): _ap = cuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = cuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/cuda/gPPMiner.py b/PAMI/partialPeriodicPattern/cuda/gPPMiner.py index b6b3275f..4a12384e 100644 --- a/PAMI/partialPeriodicPattern/cuda/gPPMiner.py +++ b/PAMI/partialPeriodicPattern/cuda/gPPMiner.py @@ -173,7 +173,7 @@ def __generateBitArray(self, fileData): cuda.memcpy_htod(gpuBitArray, bitValues) return gpuBitArray, index2id - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process @@ -373,7 +373,7 @@ def getPatterns(self): periodicSupport = 45000 period = 10 obj = gPPMiner(filePath, periodicSupport, period, sep) - obj.startMine() + obj.mine() print("Time: ", obj.getRuntime()) print("Patterns: ", len(obj.getPatterns())) print("GPU MEM: ", obj.getGPUMemory()) diff --git a/PAMI/partialPeriodicPattern/cuda/gdscuGPPMiner.py b/PAMI/partialPeriodicPattern/cuda/gdscuGPPMiner.py index 4d164f80..eadc21a6 100644 --- a/PAMI/partialPeriodicPattern/cuda/gdscuGPPMiner.py +++ b/PAMI/partialPeriodicPattern/cuda/gdscuGPPMiner.py @@ -61,7 +61,7 @@ class gdscuGPPMiner(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -96,7 +96,7 @@ class gdscuGPPMiner(_ab._partialPeriodicPatterns): obj = alg.gPPMiner("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -279,7 +279,7 @@ def _creatingOneItemSets(self): return candidates, data - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): self.mine() @@ -443,7 +443,7 @@ def printResults(self): _ap = gdscuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = gdscuGPPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.py b/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.py index 0790b64d..de19a84c 100644 --- a/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.py +++ b/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.py @@ -11,7 +11,7 @@ # # obj = alg.ThreePGrowth(iFile, periodicSupport, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.partialPeriodicPatterns() # @@ -457,7 +457,7 @@ class Max3PGrowth(_abstract._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -479,7 +479,7 @@ class Max3PGrowth(_abstract._partialPeriodicPatterns): update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -498,7 +498,7 @@ class Max3PGrowth(_abstract._partialPeriodicPatterns): obj = alg.ThreePGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.partialPeriodicPatterns() diff --git a/PAMI/partialPeriodicPattern/maximal/abstract.py b/PAMI/partialPeriodicPattern/maximal/abstract.py index 249f571d..dfc1769a 100644 --- a/PAMI/partialPeriodicPattern/maximal/abstract.py +++ b/PAMI/partialPeriodicPattern/maximal/abstract.py @@ -40,7 +40,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/pyspark/abstract.py b/PAMI/partialPeriodicPattern/pyspark/abstract.py index e2179f32..2fff975a 100644 --- a/PAMI/partialPeriodicPattern/pyspark/abstract.py +++ b/PAMI/partialPeriodicPattern/pyspark/abstract.py @@ -40,7 +40,7 @@ class _partialPeriodicPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.py b/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.py index 15f9a402..4a0b5244 100644 --- a/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.py +++ b/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.py @@ -6,7 +6,7 @@ # # obj = alg.parallel3PGrowth(iFile, minPS, period,numWorkers) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -383,7 +383,7 @@ class parallel3PGrowth(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -406,7 +406,7 @@ class parallel3PGrowth(_ab._partialPeriodicPatterns): by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -430,7 +430,7 @@ class parallel3PGrowth(_ab._partialPeriodicPatterns): obj = alg.4PGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -476,7 +476,7 @@ class parallel3PGrowth(_ab._partialPeriodicPatterns): numPartitions = 5 - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main method where the patterns are mined by constructing tree. @@ -889,7 +889,7 @@ def getPF(self,tid_list): _ap = parallel3PGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4], _sys.argv[5]) if len(_sys.argv) == 5: _ap = parallel3PGrowth(_sys.argv[1], _sys.argv[3], _sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -903,5 +903,5 @@ def getPF(self,tid_list): _ap = parallel3PGrowth('Temporal_T10I4D100K.csv', minPS, period, '\t') _ap.setPartitions(20) - _ap.startMine() + _ap.mine() \ No newline at end of file diff --git a/PAMI/partialPeriodicPattern/topk/abstract.py b/PAMI/partialPeriodicPattern/topk/abstract.py index 3d4fceed..6c8d9e91 100644 --- a/PAMI/partialPeriodicPattern/topk/abstract.py +++ b/PAMI/partialPeriodicPattern/topk/abstract.py @@ -64,7 +64,7 @@ class partialPeriodicPatterns(ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/partialPeriodicPattern/topk/k3PMiner.py b/PAMI/partialPeriodicPattern/topk/k3PMiner.py index 1cc99236..caeb4a47 100644 --- a/PAMI/partialPeriodicPattern/topk/k3PMiner.py +++ b/PAMI/partialPeriodicPattern/topk/k3PMiner.py @@ -9,7 +9,7 @@ # # obj = alg.k3PMiner(iFile, k, periodicity) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -107,7 +107,7 @@ class k3PMiner(_abstract.partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -152,7 +152,7 @@ class k3PMiner(_abstract.partialPeriodicPatterns): obj = alg.Topk_PPPGrowth(iFile, k, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -394,7 +394,7 @@ def _Generation(self, prefix, itemSets, tidSets): self._Generation(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetI) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program @@ -514,7 +514,7 @@ def printResults(self): _ap = k3PMiner(_sys.argv[1], _sys.argv[3], _sys.argv[4], _sys.argv[5]) if len(_sys.argv) == 5: _ap = k3PMiner(_sys.argv[1], _sys.argv[3], _sys.argv[4]) - _ap.startMine() + _ap.mine() print("Top K Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save(_sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.py b/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.py index b0d342e7..3134d096 100644 --- a/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.py +++ b/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.py @@ -6,7 +6,7 @@ # # obj = alg.PPGrowth(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -371,7 +371,7 @@ class PPGrowth(_ab._partialPeriodicPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -420,7 +420,7 @@ class PPGrowth(_ab._partialPeriodicPatterns): obj = alg.PPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -622,7 +622,7 @@ def _convertNumber(self): self._Database=newDatabase return rechangeDic - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function @@ -775,7 +775,7 @@ def printResults(self): _ap = PPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/partialPeriodicPatternInMultipleTimeSeries/abstract.py b/PAMI/partialPeriodicPatternInMultipleTimeSeries/abstract.py index 57811fc4..787e9ddc 100644 --- a/PAMI/partialPeriodicPatternInMultipleTimeSeries/abstract.py +++ b/PAMI/partialPeriodicPatternInMultipleTimeSeries/abstract.py @@ -57,7 +57,7 @@ class _partialPeriodicPatterns(_ABC): To store the total amount of RSS memory consumed by the program Methods ------- - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.py b/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.py index 65daa546..774fcb8f 100644 --- a/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.py +++ b/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) # -# obj.startMine() +# obj.mine() # # periodicCorrelatedPatterns = obj.getPatterns() # @@ -384,7 +384,7 @@ class EPCPGrowth(_ab._periodicCorrelatedPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -425,7 +425,7 @@ class EPCPGrowth(_ab._periodicCorrelatedPatterns): obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) - obj.startMine() + obj.mine() periodicCorrelatedPatterns = obj.getPatterns() @@ -768,7 +768,7 @@ def printResults(self) -> None: _ap = EPCPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], sys.argv[6], sys.argv[7]) if len(_ab._sys.argv) == 7: _ap = EPCPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], sys.argv[5], sys.argv[6]) - _ap.startMine() + _ap.mine() print("Total number of Correlated Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicCorrelatedPattern/basic/abstract.py b/PAMI/periodicCorrelatedPattern/basic/abstract.py index 93fbc5f5..4f378f4c 100644 --- a/PAMI/periodicCorrelatedPattern/basic/abstract.py +++ b/PAMI/periodicCorrelatedPattern/basic/abstract.py @@ -68,7 +68,7 @@ class _periodicCorrelatedPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/basic/PFECLAT.py b/PAMI/periodicFrequentPattern/basic/PFECLAT.py index 9cde7084..5458cf83 100644 --- a/PAMI/periodicFrequentPattern/basic/PFECLAT.py +++ b/PAMI/periodicFrequentPattern/basic/PFECLAT.py @@ -90,7 +90,7 @@ class PFECLAT(_ab._periodicFrequentPatterns): - **tidList** (*dict*) -- *stores the timestamps of an item.* - **hashing** (*dict*) -- *stores the patterns with their support to check for the closed property.* - :**Methods**: - **startMine()** -- *Mining process will start from here.* + :**Methods**: - **mine()** -- *Mining process will start from here.* - **getPatterns()** -- *Complete set of patterns will be retrieved with this function.* - **save(oFile)** -- *Complete set of periodic-frequent patterns will be loaded in to a output file.* - **getPatternsAsDataFrame()** -- *Complete set of periodic-frequent patterns will be loaded in to a dataframe.* @@ -240,7 +240,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine() @@ -411,7 +411,7 @@ def printResults(self) -> None: _ap = PFECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/periodicFrequentPattern/basic/PFPGrowth.py b/PAMI/periodicFrequentPattern/basic/PFPGrowth.py index 932ffd5a..9e4c3705 100644 --- a/PAMI/periodicFrequentPattern/basic/PFPGrowth.py +++ b/PAMI/periodicFrequentPattern/basic/PFPGrowth.py @@ -147,7 +147,7 @@ class PFPGrowth(_ab._periodicFrequentPatterns): - **tree** (*class*) -- *it represents the Tree class.* - **itemSetCount** (*int*) -- *it represents the total no of patterns.* - :**Methods**: - **startMine()** -- *Mining process will start from here.* + :**Methods**: - **mine()** -- *Mining process will start from here.* - **getPatterns()** -- *Complete set of patterns will be retrieved with this function.* - **save(oFile)** -- *Complete set of periodic-frequent patterns will be loaded in to a output file.* - **getPatternsAsDataFrame()** -- *Complete set of periodic-frequent patterns will be loaded in to a dataframe.* @@ -297,7 +297,7 @@ def _convert(self, value) -> int: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine() @@ -587,7 +587,7 @@ def printResults(self) -> None: _ap = PFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.py b/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.py index c60855bc..6021d625 100644 --- a/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.py +++ b/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.py @@ -9,7 +9,7 @@ # # obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -343,7 +343,7 @@ class PFPGrowthPlus(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -367,7 +367,7 @@ class PFPGrowthPlus(_ab._periodicFrequentPatterns): update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program @@ -395,7 +395,7 @@ class PFPGrowthPlus(_ab._periodicFrequentPatterns): obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -742,7 +742,7 @@ def printResults(self) -> None: _ap = PFPGrowthPlus(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFPGrowthPlus(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/basic/PFPMC.py b/PAMI/periodicFrequentPattern/basic/PFPMC.py index 83848e65..7f641db2 100644 --- a/PAMI/periodicFrequentPattern/basic/PFPMC.py +++ b/PAMI/periodicFrequentPattern/basic/PFPMC.py @@ -8,7 +8,7 @@ # # obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -124,7 +124,7 @@ class PFPMC(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -170,7 +170,7 @@ class PFPMC(_ab._periodicFrequentPatterns): obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -514,7 +514,7 @@ def printResults(self) -> None: _ap = PFPMC(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFPMC(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/basic/PSGrowth.py b/PAMI/periodicFrequentPattern/basic/PSGrowth.py index 36ea1b5d..a49c6b4c 100644 --- a/PAMI/periodicFrequentPattern/basic/PSGrowth.py +++ b/PAMI/periodicFrequentPattern/basic/PSGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -628,7 +628,7 @@ class PSGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -674,7 +674,7 @@ class PSGrowth(_ab._periodicFrequentPatterns): obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -830,7 +830,7 @@ def _buildTree(self, info, sampleDict) -> _Tree: rootNode.addTransaction(list2[1:], list2[0]) return rootNode - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function @@ -976,7 +976,7 @@ def printResults(self)-> None: _ap = PSGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PSGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/basic/_PFECLAT.py b/PAMI/periodicFrequentPattern/basic/_PFECLAT.py index ed4cf1a1..8c70fa52 100644 --- a/PAMI/periodicFrequentPattern/basic/_PFECLAT.py +++ b/PAMI/periodicFrequentPattern/basic/_PFECLAT.py @@ -9,7 +9,7 @@ # # obj = alg.PFECLAT("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -125,7 +125,7 @@ class PFECLAT(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -173,7 +173,7 @@ class PFECLAT(_ab._periodicFrequentPatterns): obj = alg.PFECLAT("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -341,7 +341,7 @@ def _generateEclat(self, candidates: list) -> None: if len(newCandidates) > 0: self._generateEclat(newCandidates) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function @@ -461,7 +461,7 @@ def printResults(self) -> None: _ap = PFECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFECLAT(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/basic/_PFPGrowth.py b/PAMI/periodicFrequentPattern/basic/_PFPGrowth.py index 4aa1fedb..d71c2874 100644 --- a/PAMI/periodicFrequentPattern/basic/_PFPGrowth.py +++ b/PAMI/periodicFrequentPattern/basic/_PFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.PFPGrowth(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -376,7 +376,7 @@ class PFPGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -557,7 +557,7 @@ def _convert(self, value) -> int: value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function @@ -717,7 +717,7 @@ def printResults(self) -> None: _ap = PFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = PFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -750,7 +750,7 @@ def printResults(self) -> None: obj = alg.PFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/PAMI/periodicFrequentPattern/basic/abstract.py b/PAMI/periodicFrequentPattern/basic/abstract.py index dbd6d0b7..b0c3bee2 100644 --- a/PAMI/periodicFrequentPattern/basic/abstract.py +++ b/PAMI/periodicFrequentPattern/basic/abstract.py @@ -65,7 +65,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/basic/parallelPFPGrowth.py b/PAMI/periodicFrequentPattern/basic/parallelPFPGrowth.py index d09ff27d..da88587b 100644 --- a/PAMI/periodicFrequentPattern/basic/parallelPFPGrowth.py +++ b/PAMI/periodicFrequentPattern/basic/parallelPFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, numWorkers, sep='\t') # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -379,7 +379,7 @@ class parallelPFPGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -429,7 +429,7 @@ class parallelPFPGrowth(_ab._periodicFrequentPatterns): obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, numWorkers, sep='\t') - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -617,7 +617,7 @@ def __convert(self, value): value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process @@ -761,7 +761,7 @@ def printResults(self): _ab._sys.argv[6]) if len(_ab._sys.argv) == 4: _ap = parallelPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() print("Total number of Frequent Patterns:", _ab.getPatterns()) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -769,7 +769,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = parallelPFPGrowth('Temporal_T10I4D100K.csv', 100, 5000, 5, '\t') - _ap.startMine() + _ap.mine() # print("Total number of Frequent Patterns:", len( _ab.getPatterns())) # _ap.save(_ab._sys.argv[2]) _ap.printResults() diff --git a/PAMI/periodicFrequentPattern/closed/CPFPMiner.py b/PAMI/periodicFrequentPattern/closed/CPFPMiner.py index ae243ae2..fd785c52 100644 --- a/PAMI/periodicFrequentPattern/closed/CPFPMiner.py +++ b/PAMI/periodicFrequentPattern/closed/CPFPMiner.py @@ -9,7 +9,7 @@ # # obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -114,7 +114,7 @@ class CPFPMiner(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -158,7 +158,7 @@ class CPFPMiner(_ab._periodicFrequentPatterns): obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -450,7 +450,7 @@ def _processEquivalenceClass(self, prefix, itemSets, tidSets): self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetX) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here @@ -627,7 +627,7 @@ def printResults(self): _ap = CPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = CPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Closed Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/closed/abstract.py b/PAMI/periodicFrequentPattern/closed/abstract.py index f70034cb..99907697 100644 --- a/PAMI/periodicFrequentPattern/closed/abstract.py +++ b/PAMI/periodicFrequentPattern/closed/abstract.py @@ -65,7 +65,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/cuda/abstract.py b/PAMI/periodicFrequentPattern/cuda/abstract.py index 05976030..5f4a325c 100644 --- a/PAMI/periodicFrequentPattern/cuda/abstract.py +++ b/PAMI/periodicFrequentPattern/cuda/abstract.py @@ -66,7 +66,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/cuda/cuGPFMiner.py b/PAMI/periodicFrequentPattern/cuda/cuGPFMiner.py index 87a46eb0..a2d3cc93 100644 --- a/PAMI/periodicFrequentPattern/cuda/cuGPFMiner.py +++ b/PAMI/periodicFrequentPattern/cuda/cuGPFMiner.py @@ -8,7 +8,7 @@ # # obj = alg.cuGPFMiner("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -124,7 +124,7 @@ class cuGPFMiner(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -164,7 +164,7 @@ class cuGPFMiner(_ab._periodicFrequentPatterns): obj = alg.cuGPFMiner("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -393,7 +393,7 @@ def _creatingOneItemSets(self): return newArraysAndItems - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here @@ -634,7 +634,7 @@ def printResults(self): _ap = cuGPFMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = cuGPFMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -647,7 +647,7 @@ def printResults(self): _ap = cuGPFMiner("/home/tarun/Temporal_T10I4D100K.csv", 50, 10000, "\t") # _ap = cuGPFMiner("/home/tarun/PAMI/PAMI/periodicFrequentPattern/cuda/test.txt", 1, 10, " ") - _ap.startMine() + _ap.mine() print("Total number of Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save("tarun.txt") print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/cuda/gPFMinerBit.py b/PAMI/periodicFrequentPattern/cuda/gPFMinerBit.py index a8c32fa4..f020688e 100644 --- a/PAMI/periodicFrequentPattern/cuda/gPFMinerBit.py +++ b/PAMI/periodicFrequentPattern/cuda/gPFMinerBit.py @@ -356,7 +356,7 @@ def __generateBitArray(self, fileData): cuda.memcpy_htod(gpuBitArray, bitValues) return gpuBitArray, index2id - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process @@ -516,7 +516,7 @@ def savePatterns(self, fileName): # support = 50 # maxPeriod = 25000 # obj = gPFMinerBit(filePath, support, maxPeriod, sep) - # obj.startMine() + # obj.mine() # print("Time: ", obj.getRuntime()) # print("Patterns: ", len(obj.getPatterns())) # print("GPU MEM: ", obj.getGPUMemory()) @@ -531,7 +531,7 @@ def savePatterns(self, fileName): sep = sys.argv[4] output = sys.argv[5] obj = gPFMinerBit(filePath, support, maxPeriod, sep) - obj.startMine() + obj.mine() obj.savePatterns(output) print("Time: ", obj.getRuntime()) print("Patterns: ", len(obj.getPatterns())) diff --git a/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.py b/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.py index 8ff97985..c40a21c1 100644 --- a/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.py +++ b/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.py @@ -5,7 +5,7 @@ # # obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -451,7 +451,7 @@ class MaxPFGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -473,7 +473,7 @@ class MaxPFGrowth(_ab._periodicFrequentPatterns): update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -500,7 +500,7 @@ class MaxPFGrowth(_ab._periodicFrequentPatterns): obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -682,7 +682,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function @@ -848,7 +848,7 @@ def printResults(self) -> None: _ap = MaxPFGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = MaxPFGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Maximal Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -857,7 +857,7 @@ def printResults(self) -> None: else: for i in [100, 200, 300, 400, 500]: _ap = MaxPFGrowth('/Users/Likhitha/Downloads/temporal_T10I4D100K.csv', i, 5000, '\t') - _ap.startMine() + _ap.mine() print("Total number of Maximal Partial Periodic Patterns:", len(_ap.getPatterns())) _ap.save('/Users/Likhitha/Downloads/output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/maximal/abstract.py b/PAMI/periodicFrequentPattern/maximal/abstract.py index 7c83dca8..8ff0d76a 100644 --- a/PAMI/periodicFrequentPattern/maximal/abstract.py +++ b/PAMI/periodicFrequentPattern/maximal/abstract.py @@ -65,7 +65,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/pyspark/abstract.py b/PAMI/periodicFrequentPattern/pyspark/abstract.py index 899df8f3..dc88841d 100644 --- a/PAMI/periodicFrequentPattern/pyspark/abstract.py +++ b/PAMI/periodicFrequentPattern/pyspark/abstract.py @@ -43,7 +43,7 @@ class _periodicFrequentPatterns(_ABC): To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.py b/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.py index 42cb2b24..6ebbdfc2 100644 --- a/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.py +++ b/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, numWorkers, sep='\t') # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -442,7 +442,7 @@ def printResults(self): if len(sys.argv) == 6: inputData = sys.argv[1] if sys.argv[1].lower().endswith('.txt') else sc.textFile(sys.argv[1]) pp_fp = Parallel_PPFP(inputData, sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5]) - pp_fp.startMine() + pp_fp.mine() finalPatterns = pp_fp.getPatterns() print("Total number of Periodic Frequent Patterns:", len(finalPatterns)) pp_fp.save(sys.argv[2]) diff --git a/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth_old.py b/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth_old.py index 2688093a..5c7a4443 100644 --- a/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth_old.py +++ b/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth_old.py @@ -6,7 +6,7 @@ # # obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, noWorkers) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -374,7 +374,7 @@ class parallelPFPGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -426,7 +426,7 @@ class parallelPFPGrowth(_ab._periodicFrequentPatterns): obj = alg.parallelPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -623,7 +623,7 @@ def __convert(self, value): value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process @@ -767,7 +767,7 @@ def printResults(self): _ab._sys.argv[6]) if len(_ab._sys.argv) == 4: _ap = parallelPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() print("Total number of Frequent Patterns:", _ab.getPatterns()) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -775,7 +775,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = parallelPFPGrowth('Temporal_T10I4D100K.csv', 500, 5000, 5, '\t') - _ap.startMine() + _ap.mine() # print("Total number of Frequent Patterns:", len( _ab.getPatterns())) # _ap.save(_ab._sys.argv[2]) _ap.printResults() diff --git a/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.py b/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.py index d3b3c23c..98999aed 100644 --- a/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.py +++ b/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.py @@ -6,7 +6,7 @@ # # obj = alg.TopkPFPGrowth(iFile, k, maxPer,oFile) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -96,7 +96,7 @@ class TopkPFPGrowth(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -141,7 +141,7 @@ class TopkPFPGrowth(_ab._periodicFrequentPatterns): obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -377,7 +377,7 @@ def _Generation(self, prefix, itemSets, tidSets): self._Generation(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetI) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program @@ -522,7 +522,7 @@ def printResults(self): _ap = TopkPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = TopkPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Top K Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/periodicFrequentPattern/topk/TopkPFP/abstract.py b/PAMI/periodicFrequentPattern/topk/TopkPFP/abstract.py index dc8ebe79..1b3d7b44 100644 --- a/PAMI/periodicFrequentPattern/topk/TopkPFP/abstract.py +++ b/PAMI/periodicFrequentPattern/topk/TopkPFP/abstract.py @@ -61,7 +61,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/topk/kPFPMiner/abstract.py b/PAMI/periodicFrequentPattern/topk/kPFPMiner/abstract.py index 28d99687..07108620 100644 --- a/PAMI/periodicFrequentPattern/topk/kPFPMiner/abstract.py +++ b/PAMI/periodicFrequentPattern/topk/kPFPMiner/abstract.py @@ -57,7 +57,7 @@ class _periodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.py b/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.py index ea8e290f..f7a0ceb7 100644 --- a/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.py +++ b/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.py @@ -6,7 +6,7 @@ # # obj = alg.kPFPMiner(iFile, k) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -97,7 +97,7 @@ class kPFPMiner(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -143,7 +143,7 @@ class kPFPMiner(_ab._periodicFrequentPatterns): obj = alg.kPFPMiner(iFile, k) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -502,7 +502,7 @@ def printResults(self): _ap = kPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = kPFPMiner(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _Patterns = _ap.getPatterns() print("Total number of top-k periodic frequent patterns:", len(_Patterns)) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/recurringPattern/basic/RPGrowth.py b/PAMI/recurringPattern/basic/RPGrowth.py index 3b1d6bca..08d25168 100644 --- a/PAMI/recurringPattern/basic/RPGrowth.py +++ b/PAMI/recurringPattern/basic/RPGrowth.py @@ -7,7 +7,7 @@ # # obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -329,7 +329,6 @@ class RPGrowth(_ab._recurringPatterns): """ :Description: RPGrowth is one of the fundamental algorithm to discover recurring patterns in a transactional database. - :Reference: R. Uday Kiran†, Haichuan Shang†, Masashi Toyoda† and Masaru Kitsuregawa† Discovering Recurring Patterns in Time Series,https://www.tkl.iis.u-tokyo.ac.jp/new/uploads/publication_file/file/693/Paper%2023.pdf :param iFile: str : @@ -389,7 +388,7 @@ class RPGrowth(_ab._recurringPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -438,7 +437,7 @@ class RPGrowth(_ab._recurringPatterns): obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -623,7 +622,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function @@ -656,7 +655,7 @@ def startMine(self): self._memoryRSS = process.memory_info().rss print("Recurring patterns were generated successfully using RPGrowth algorithm ") - def Mine(self): + def mine(self): """ Mining process will start from this function """ @@ -785,7 +784,7 @@ def printResults(self): _ap = RPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = RPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() print("Total number of Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/recurringPattern/basic/abstract.py b/PAMI/recurringPattern/basic/abstract.py index 43d44d21..f2a6054f 100644 --- a/PAMI/recurringPattern/basic/abstract.py +++ b/PAMI/recurringPattern/basic/abstract.py @@ -66,7 +66,7 @@ class _recurringPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/relativeFrequentPattern/basic/RSFPGrowth.py b/PAMI/relativeFrequentPattern/basic/RSFPGrowth.py index 615e1dca..bfb1f898 100644 --- a/PAMI/relativeFrequentPattern/basic/RSFPGrowth.py +++ b/PAMI/relativeFrequentPattern/basic/RSFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.RSFPGrowth(iFile, minSup, __minRatio) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -308,7 +308,7 @@ class RSFPGrowth(_ab._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -362,7 +362,7 @@ class RSFPGrowth(_ab._frequentPatterns): obj = alg.RSFPGrowth(iFile, minSup, __minRatio) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -601,7 +601,7 @@ def __convert(self, value: Union[int, float, str]) -> float: value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program to start the operation @@ -787,7 +787,7 @@ def printResults(self) -> None: _ap = RSFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = RSFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/relativeFrequentPattern/basic/abstract.py b/PAMI/relativeFrequentPattern/basic/abstract.py index 9611c6d0..3178e4ef 100644 --- a/PAMI/relativeFrequentPattern/basic/abstract.py +++ b/PAMI/relativeFrequentPattern/basic/abstract.py @@ -42,7 +42,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/relativeHighUtilityPattern/basic/RHUIM.py b/PAMI/relativeHighUtilityPattern/basic/RHUIM.py index 976bfbd5..a94c65d9 100644 --- a/PAMI/relativeHighUtilityPattern/basic/RHUIM.py +++ b/PAMI/relativeHighUtilityPattern/basic/RHUIM.py @@ -8,7 +8,7 @@ # # obj = alg.RHUIM("input.txt", 35, 20) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -357,7 +357,7 @@ class RHUIM(_ab._utilityPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -413,7 +413,7 @@ class RHUIM(_ab._utilityPatterns): obj=alg.RHUIM("input.txt", 35, 20) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -861,7 +861,7 @@ def printResults(self) -> None: _ap = RHUIM(_ab._sys.argv[1], int(_ab._sys.argv[3]), float(_ab._sys.argv[4]), _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: #takes "\t" as a separator _ap = RHUIM(_ab._sys.argv[1], int(_ab._sys.argv[3]), float(_ab._sys.argv[4])) - _ap.startMine() + _ap.mine() print("Total number of Relative High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -869,7 +869,7 @@ def printResults(self) -> None: print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = RHUIM('/Users/likhitha/Downloads/utility_datasets/Utility_T10I4D100K.csv', 150000, 0.6, '\t') - _ap.startMine() + _ap.mine() print("Total number of Relative High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/relativeHighUtilityPattern/basic/abstract.py b/PAMI/relativeHighUtilityPattern/basic/abstract.py index d9f58afd..58d29bac 100644 --- a/PAMI/relativeHighUtilityPattern/basic/abstract.py +++ b/PAMI/relativeHighUtilityPattern/basic/abstract.py @@ -73,7 +73,7 @@ class _utilityPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/relativeHighUtilityPattern/parallel/cuREFIM.py b/PAMI/relativeHighUtilityPattern/parallel/cuREFIM.py index 8b637fce..0e615363 100644 --- a/PAMI/relativeHighUtilityPattern/parallel/cuREFIM.py +++ b/PAMI/relativeHighUtilityPattern/parallel/cuREFIM.py @@ -8,7 +8,7 @@ # # obj = alg.cuREFIM(iFile, minUtil, ratio, '\t') # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -171,7 +171,7 @@ class GPUEFIM: read_file(): Read the input file and return the filtered transactions, primary items, and secondary items. search(collections): Search for high utility itemsets in the given collections. - startMine(): Start the EFIM algorithm. + mine(): Start the EFIM algorithm. savePatterns(outputFile): Save the patterns discovered by the algorithm to an output file. getPatterns(): Get the patterns discovered by the algorithm. getRuntime(): Get the runtime of the algorithm. @@ -416,7 +416,7 @@ def savePatterns(self, outputFile): joined = " ".join(key) + " #UTIL: " + str(value) + "\n" f.write(joined) - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the EFIM algorithm. @@ -539,7 +539,7 @@ def printResults(self): sep = "\t" f = GPUEFIM(inputFile, minUtil, ratio, sep) - f.startMine() + f.mine() f.savePatterns("output.txt") print("# of patterns: " + str(len(f.getPatterns()))) print("Time taken: " + str(f.getRuntime())) diff --git a/PAMI/relativeHighUtilityPattern/parallel/parallelRHUIM.py b/PAMI/relativeHighUtilityPattern/parallel/parallelRHUIM.py index 690dfb6a..41bcc661 100644 --- a/PAMI/relativeHighUtilityPattern/parallel/parallelRHUIM.py +++ b/PAMI/relativeHighUtilityPattern/parallel/parallelRHUIM.py @@ -8,7 +8,7 @@ # # obj = alg.parallelRHUIM(iFile, minUtil, ratio, '\t') # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -99,7 +99,7 @@ class efimParallel(_ab._utilityPatterns): binarySearch(arr, item): Perform a binary search on the given array to find the given item. project(beta, file_data, secondary): Project the given beta itemset on the given database. search(collections): Search for high utility itemsets in the given collections. - startMine(): Start the EFIM algorithm. + mine(): Start the EFIM algorithm. savePatterns(outputFile): Save the patterns discovered by the algorithm to an output file. getPatterns(): Get the patterns discovered by the algorithm. getRuntime(): Get the runtime of the algorithm. @@ -380,7 +380,7 @@ def _search(self, collections): collections = new_collections - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the EFIM algorithm. @@ -516,7 +516,7 @@ def printResults(self): # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) # f.savePatterns("mine.txt") @@ -528,7 +528,7 @@ def printResults(self): _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3]), _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: #takes "\t" as a separator _ap = efimParallel(_ab._sys.argv[1], int(_ab._sys.argv[3])) - _ap.startMine() + _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) print("Total Memory in USS:", _ap.getMemoryUSS()) @@ -536,7 +536,7 @@ def printResults(self): print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = efimParallel('Utility_T10I4D100K.csv', 150000, 0.1, '\t', 10) - _ap.startMine() + _ap.mine() print("Total number of High Utility Patterns:", len(_ap.getPatterns())) _ap.save('UPGrowth_output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/sequentialPattern/basic/GSP.py b/PAMI/sequentialPattern/basic/GSP.py index 7dab24b3..0e4c3d36 100644 --- a/PAMI/sequentialPattern/basic/GSP.py +++ b/PAMI/sequentialPattern/basic/GSP.py @@ -117,7 +117,7 @@ class GSP(_ab._sequentialPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/sequentialPattern/basic/PrefixSpan.py b/PAMI/sequentialPattern/basic/PrefixSpan.py index 68644923..70b0d580 100644 --- a/PAMI/sequentialPattern/basic/PrefixSpan.py +++ b/PAMI/sequentialPattern/basic/PrefixSpan.py @@ -10,7 +10,7 @@ # # obj = alg.prefixSpan(iFile, minSup,oFile,sep) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -109,7 +109,7 @@ class PrefixSpan(_ab._sequentialPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -153,7 +153,7 @@ class PrefixSpan(_ab._sequentialPatterns): obj = alg.PrefixSpan(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() diff --git a/PAMI/sequentialPattern/basic/PrefixSpanPlus.py b/PAMI/sequentialPattern/basic/PrefixSpanPlus.py index 847919c8..a108f7d9 100644 --- a/PAMI/sequentialPattern/basic/PrefixSpanPlus.py +++ b/PAMI/sequentialPattern/basic/PrefixSpanPlus.py @@ -62,7 +62,7 @@ class PrefixSpanPlus(_ab._sequentialPatterns): Methods: ------- - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/sequentialPattern/basic/SPADE.py b/PAMI/sequentialPattern/basic/SPADE.py index dc661a6a..b1b9d352 100644 --- a/PAMI/sequentialPattern/basic/SPADE.py +++ b/PAMI/sequentialPattern/basic/SPADE.py @@ -11,7 +11,7 @@ # # obj = alg.SPADE(iFile, minSup) # -# obj.startMine() +# obj.mine() # # sequentialPatternMining = obj.getPatterns() # @@ -117,7 +117,7 @@ class SPADE(_ab._sequentialPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/sequentialPattern/basic/SPADEPlus.py b/PAMI/sequentialPattern/basic/SPADEPlus.py index aee768e5..396c0ce9 100644 --- a/PAMI/sequentialPattern/basic/SPADEPlus.py +++ b/PAMI/sequentialPattern/basic/SPADEPlus.py @@ -11,7 +11,7 @@ # # obj = alg.SPADEPlus(iFile, minSup,maxGap=**,maxLen=**) # -# obj.startMine() +# obj.mine() # # sequentialPatternMining = obj.getPatterns() # @@ -122,7 +122,7 @@ class SPADEPlus(_ab._sequentialPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -165,7 +165,7 @@ class SPADEPlus(_ab._sequentialPatterns): obj = alg.SPADE(iFile, minSup) - obj.startMine() + obj.mine() sequentialPatternMining = obj.getPatterns() diff --git a/PAMI/sequentialPattern/basic/SPAM.py b/PAMI/sequentialPattern/basic/SPAM.py index 4631ed4c..b262aed6 100644 --- a/PAMI/sequentialPattern/basic/SPAM.py +++ b/PAMI/sequentialPattern/basic/SPAM.py @@ -9,7 +9,7 @@ # # obj = alg.SPAM(iFile, minSup) # -# obj.startMine() +# obj.mine() # # sequentialPatternMining = obj.getPatterns() # @@ -123,7 +123,7 @@ class SPAM(_ab._sequentialPatterns): the main algorithm of spam. This can search sstep and istep items and find next patterns, its sstep, and its istep. And call this function again by using them. Recursion until there are no more items available for exploration. Sstep(s): To convert bit to ssteo bit.The first time you get 1, you set it to 0 and subsequent ones to 1.(like 010101=>001111, 00001001=>00000111) - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/sequentialPattern/basic/abstract.py b/PAMI/sequentialPattern/basic/abstract.py index c8a84abe..2eeed6f4 100644 --- a/PAMI/sequentialPattern/basic/abstract.py +++ b/PAMI/sequentialPattern/basic/abstract.py @@ -76,7 +76,7 @@ class _sequentialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/sequentialPattern/basic/bitSPADE.py b/PAMI/sequentialPattern/basic/bitSPADE.py index 158df543..a3972419 100644 --- a/PAMI/sequentialPattern/basic/bitSPADE.py +++ b/PAMI/sequentialPattern/basic/bitSPADE.py @@ -117,7 +117,7 @@ class bitSPADE(_ab._sequentialPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -649,7 +649,7 @@ def makeNextRowSame3(self, bs, latestWord, latestWord2): bs2 = bs + (x2,) return bs2,bs,x2 - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/PAMI/sequentialPattern/closed/abstract.py b/PAMI/sequentialPattern/closed/abstract.py index 605879a1..94f3c3e1 100644 --- a/PAMI/sequentialPattern/closed/abstract.py +++ b/PAMI/sequentialPattern/closed/abstract.py @@ -72,7 +72,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/sequentialSpatialPattern/basic/abstract.py b/PAMI/sequentialSpatialPattern/basic/abstract.py index ed10b0cb..803bf02f 100644 --- a/PAMI/sequentialSpatialPattern/basic/abstract.py +++ b/PAMI/sequentialSpatialPattern/basic/abstract.py @@ -72,7 +72,7 @@ class _sequentialSpatialPatterns(_ABC): To store the total amount of RSS memory consumed by the program Methods : ------- - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/sequentialSpatialPattern/basic/spatialPrefixSpan.py b/PAMI/sequentialSpatialPattern/basic/spatialPrefixSpan.py index 98502ed6..72fe0eb5 100644 --- a/PAMI/sequentialSpatialPattern/basic/spatialPrefixSpan.py +++ b/PAMI/sequentialSpatialPattern/basic/spatialPrefixSpan.py @@ -108,7 +108,7 @@ class spatialPrefixSpan(_ab._sequentialSpatialPatterns): --------------------------------- import PAMI.frequentPattern.basic.PrefixSpan as alg obj = alg.PrefixSpan(iFile, nFile,minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.savePatterns(oFile) diff --git a/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.py b/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.py index c01b709b..b8584be4 100644 --- a/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.py +++ b/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.py @@ -10,7 +10,7 @@ # # obj = alg.SPPEclat("../basic/sampleTDB.txt", 5, 3, 3) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -133,7 +133,7 @@ class SPPEclat(_ab._stablePeriodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -180,7 +180,7 @@ class SPPEclat(_ab._stablePeriodicFrequentPatterns): obj = alg.PFPECLAT("../basic/sampleTDB.txt", 5, 3, 3) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -348,7 +348,7 @@ def _calculateLa(self, tsList): maxla = max(laList) return maxla - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Method to start the mining of patterns @@ -456,7 +456,7 @@ def printResults(self): _ap = SPPEclat(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = SPPEclat(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.py b/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.py index 5bc4e6f8..074735d7 100644 --- a/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.py +++ b/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.py @@ -10,7 +10,7 @@ # # obj = alg.SPPGrowth(iFile, minSup, maxPer, maxLa) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -339,7 +339,7 @@ class SPPGrowth(): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -387,7 +387,7 @@ class SPPGrowth(): obj = alg.topk(iFile, minSup, maxPer, maxLa) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -583,7 +583,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function @@ -713,7 +713,7 @@ def printResults(self): _ap = SPPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = SPPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowthDump.py b/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowthDump.py index c3e236ba..dfec5753 100644 --- a/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowthDump.py +++ b/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowthDump.py @@ -6,7 +6,7 @@ # # obj = alg.SPPGrowthDump(iFile, minSup, maxPer, maxLa) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -431,7 +431,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function @@ -548,7 +548,7 @@ def getPatterns(self): _ap = SPPGrowth(sys.argv[1], sys.argv[3], sys.argv[4], sys.argv[5]) if len(sys.argv) == 5: _ap = SPPGrowth(sys.argv[1], sys.argv[3], sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) @@ -562,7 +562,7 @@ def getPatterns(self): else: '''ap = topk('https://www.u-aizu.ac.jp/~udayrage/datasets/temporalDatabases/temporal_retail.csv', 0.001, 0.005, 0.004) #ap = topk('/Users/likhitha/Downloads/contextPrefixSpan.txt', 3, 6, 2, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Frequent Patterns:", len(Patterns)) ap.save('/Users/Likhitha/Downloads/output') diff --git a/PAMI/stablePeriodicFrequentPattern/basic/abstract.py b/PAMI/stablePeriodicFrequentPattern/basic/abstract.py index fd64bf3c..b1e2e918 100644 --- a/PAMI/stablePeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/stablePeriodicFrequentPattern/basic/abstract.py @@ -70,7 +70,7 @@ class _stablePeriodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.py b/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.py index d4ce6298..92023882 100644 --- a/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.py +++ b/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.py @@ -8,7 +8,7 @@ # # obj = alg.TSPIN(iFile, maxPer, maxLa, k) # -# obj.startMine() +# obj.mine() # # stablePeriodicFrequentPatterns = obj.getPatterns() # @@ -373,7 +373,7 @@ class TSPIN(_ab._stablePeriodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -416,7 +416,7 @@ class TSPIN(_ab._stablePeriodicFrequentPatterns): obj = alg.TSPIN(iFile, maxPer, maxLa, k) - obj.startMine() + obj.mine() stablePeriodicFrequentPatterns = obj.getPatterns() @@ -726,7 +726,7 @@ def printResults(self) -> None: _ap = TSPIN(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = TSPIN(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) _ap.save(_ab._sys.argv[2]) @@ -738,7 +738,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _run) else: _ap = TSPIN('/Users/Likhitha/Downloads/SPP_sample.txt', 5, 1, 1, ' ') - _ap.startMine() + _ap.mine() print(len(_ap._Database)) _Patterns = _ap.getPatterns() for x, y in _Patterns.items(): diff --git a/PAMI/stablePeriodicFrequentPattern/topK/abstract.py b/PAMI/stablePeriodicFrequentPattern/topK/abstract.py index 46ddfd0c..174c0ad6 100644 --- a/PAMI/stablePeriodicFrequentPattern/topK/abstract.py +++ b/PAMI/stablePeriodicFrequentPattern/topK/abstract.py @@ -70,7 +70,7 @@ class _stablePeriodicFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.py b/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.py index ba70f3be..db8837e7 100644 --- a/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.py +++ b/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.py @@ -351,7 +351,7 @@ def _oneLengthFrequentItems(self): return Vector, items @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here @@ -493,7 +493,7 @@ def printResults(self): _ab._sys.argv[5], _ab._sys.argv[6], _ab._sys.argv[7],) if len(_ab._sys.argv) == 7: _ap = VBFTMine(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -502,7 +502,7 @@ def printResults(self): print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = VBFTMine('/Users/Likhitha/Downloads/fault/sample4.txt', 5, 3, 2, 1, ' ') - _ap.startMine() + _ap.mine() _ap.printResults() print(_ap.getPatternsAsDataFrame()) print("Error! The number of input parameters do not match the total number of parameters provided") diff --git a/PAMI/uncertainFaultTolerantFrequentPattern/abstract.py b/PAMI/uncertainFaultTolerantFrequentPattern/abstract.py index 1ecc1687..9bd807a6 100644 --- a/PAMI/uncertainFaultTolerantFrequentPattern/abstract.py +++ b/PAMI/uncertainFaultTolerantFrequentPattern/abstract.py @@ -75,7 +75,7 @@ class _faultTolerantFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/uncertainFrequentPattern/basic/CUFPTree.py b/PAMI/uncertainFrequentPattern/basic/CUFPTree.py index dd0f6c5e..545b5025 100644 --- a/PAMI/uncertainFrequentPattern/basic/CUFPTree.py +++ b/PAMI/uncertainFrequentPattern/basic/CUFPTree.py @@ -421,7 +421,7 @@ class CUFPTree(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -690,7 +690,7 @@ def _removeFalsePositives(self) -> None: self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. @@ -817,7 +817,7 @@ def printResults(self) -> None: _ap = CUFPTree(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = CUFPTree(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Uncertain Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/uncertainFrequentPattern/basic/PUFGrowth.py b/PAMI/uncertainFrequentPattern/basic/PUFGrowth.py index 8922bacf..3364b080 100644 --- a/PAMI/uncertainFrequentPattern/basic/PUFGrowth.py +++ b/PAMI/uncertainFrequentPattern/basic/PUFGrowth.py @@ -395,7 +395,7 @@ class PUFGrowth(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -429,7 +429,7 @@ class PUFGrowth(_ab._frequentPatterns): obj = alg.PUFGrowth(iFile, minSup) - obj.startmine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -658,7 +658,7 @@ def _removeFalsePositives(self) -> None: sample = sample + i + "\t" self._finalPatterns[sample] = y - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -779,7 +779,7 @@ def printResults(self) -> None: _ap = PUFGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = PUFGrowth(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Uncertain Frequent Patterns:", _ap.getPatterns()) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/uncertainFrequentPattern/basic/TUFP.py b/PAMI/uncertainFrequentPattern/basic/TUFP.py index 0b65be88..d39abcf4 100644 --- a/PAMI/uncertainFrequentPattern/basic/TUFP.py +++ b/PAMI/uncertainFrequentPattern/basic/TUFP.py @@ -11,7 +11,7 @@ # # obj = alg.TUFP(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -161,7 +161,7 @@ class TUFP(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -196,7 +196,7 @@ class TUFP(_ab._frequentPatterns): obj = alg.TUFP(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -419,7 +419,7 @@ def _Generation(self, prefix: List[str], itemSets: List[str], tidSets: List[Dict self._Generation(newPrefix, classItemSets, classTidSets) # self.save(prefix, list(set(itemSetX)), tidSetI) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -547,7 +547,7 @@ def printResults(self) -> None: _ap = TUFP(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = TUFP(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) @@ -560,7 +560,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/PAMI/uncertainFrequentPattern/basic/TubeP.py b/PAMI/uncertainFrequentPattern/basic/TubeP.py index b3ba4691..33c10403 100644 --- a/PAMI/uncertainFrequentPattern/basic/TubeP.py +++ b/PAMI/uncertainFrequentPattern/basic/TubeP.py @@ -161,7 +161,7 @@ class TUFP(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -418,7 +418,7 @@ def _Generation(self, prefix: List[str], itemSets: List[str], tidSets: List[Dict self._Generation(newPrefix, classItemSets, classTidSets) #self.save(prefix, list(set(itemSetX)), tidSetI) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -547,7 +547,7 @@ def printResults(self) -> None: _ap = TUFP(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = TUFP(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) @@ -560,7 +560,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/PAMI/uncertainFrequentPattern/basic/UFGrowth.py b/PAMI/uncertainFrequentPattern/basic/UFGrowth.py index d40ef55a..f01f2ad6 100644 --- a/PAMI/uncertainFrequentPattern/basic/UFGrowth.py +++ b/PAMI/uncertainFrequentPattern/basic/UFGrowth.py @@ -340,7 +340,7 @@ class UFGrowth(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -604,7 +604,7 @@ def _convert(self, value): return value @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -733,7 +733,7 @@ def printResults(self): _ap = UFGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) if len(_ab._sys.argv) == 4: _ap = UFGrowth(_ab._sys.argv[1], _ab._sys.argv[3]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Uncertain Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/uncertainFrequentPattern/basic/abstract.py b/PAMI/uncertainFrequentPattern/basic/abstract.py index c3d10a6c..cdcc834f 100644 --- a/PAMI/uncertainFrequentPattern/basic/abstract.py +++ b/PAMI/uncertainFrequentPattern/basic/abstract.py @@ -39,7 +39,7 @@ class _frequentPatterns(_ABC): memoryRSS : float To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.py b/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.py index c14a4b87..36e3c341 100644 --- a/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.py +++ b/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.py @@ -400,7 +400,7 @@ class GFPGrowth(_ab._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -424,7 +424,7 @@ class GFPGrowth(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -738,7 +738,7 @@ def _removeFalsePositives(self): self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -864,7 +864,7 @@ def printResults(self): _ap = GFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = GFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) diff --git a/PAMI/uncertainGeoreferencedFrequentPattern/basic/abstract.py b/PAMI/uncertainGeoreferencedFrequentPattern/basic/abstract.py index 53c0bf73..38e71c28 100644 --- a/PAMI/uncertainGeoreferencedFrequentPattern/basic/abstract.py +++ b/PAMI/uncertainGeoreferencedFrequentPattern/basic/abstract.py @@ -44,7 +44,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.py b/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.py index a4c21e19..f9023505 100644 --- a/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.py +++ b/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.py @@ -784,7 +784,7 @@ def _removeFalsePositives(self) -> None: self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns @@ -914,7 +914,7 @@ def printResults(self) -> None: _ap = UPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = UPFPGrowth(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Uncertain Periodic-Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) diff --git a/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.py b/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.py index 4ca0d6ca..695d9a9a 100644 --- a/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.py +++ b/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.py @@ -484,7 +484,7 @@ class UPFPGrowthPlus(_ab._periodicFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -783,7 +783,7 @@ def _removeFalsePositives(self): #print("Total false patterns generated:", len(self._periodic) - count) @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -905,7 +905,7 @@ def printResults(self): _ap = UPFPGrowthPlus(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) if len(_ab._sys.argv) == 5: _ap = UPFPGrowthPlus(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4]) - _ap.startMine() + _ap.mine() _ap.mine() _Patterns = _ap.getPatterns() print("Total number of Patterns:", len(_Patterns)) diff --git a/PAMI/uncertainPeriodicFrequentPattern/basic/abstract.py b/PAMI/uncertainPeriodicFrequentPattern/basic/abstract.py index 4ee8f5e7..4429e725 100644 --- a/PAMI/uncertainPeriodicFrequentPattern/basic/abstract.py +++ b/PAMI/uncertainPeriodicFrequentPattern/basic/abstract.py @@ -63,7 +63,7 @@ class _periodicFrequentPatterns(_ABC): To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.py b/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.py index 9ba550eb..4aee6718 100644 --- a/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.py +++ b/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.py @@ -671,7 +671,7 @@ def __savePeriodic(self, itemSet: List[str]) -> str: return temp @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -810,7 +810,7 @@ def printResults(self) -> None: _fp._sys.argv[7]) if len(_fp._sys.argv) == 7: _ap = SWFPGrowth(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5], _fp._sys.argv[6]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Weighted Spatial Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_fp._sys.argv[2]) @@ -819,7 +819,7 @@ def printResults(self) -> None: print("Total ExecutionTime in ms:", _ap.getRuntime()) else: _ap = SWFPGrowth('sample.txt', 'neighbourSample.txt', 150, ' ') - _ap.startMine() + _ap.mine() print("Total number of Weighted Spatial Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/weightedFrequentNeighbourhoodPattern/basic/abstract.py b/PAMI/weightedFrequentNeighbourhoodPattern/basic/abstract.py index 44d2c44b..022c6a5a 100644 --- a/PAMI/weightedFrequentNeighbourhoodPattern/basic/abstract.py +++ b/PAMI/weightedFrequentNeighbourhoodPattern/basic/abstract.py @@ -72,7 +72,7 @@ class _weightedFrequentSpatialPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/weightedFrequentPattern/basic/WFIM.py b/PAMI/weightedFrequentPattern/basic/WFIM.py index 62c508e6..f7001cef 100644 --- a/PAMI/weightedFrequentPattern/basic/WFIM.py +++ b/PAMI/weightedFrequentPattern/basic/WFIM.py @@ -581,7 +581,7 @@ def __savePeriodic(self, itemSet: List[int]) -> str: return temp @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation @@ -722,7 +722,7 @@ def printResults(self) -> None: _ap = WFIM(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5], _fp._sys.argv[6]) if len(_fp._sys.argv) == 6: _ap = WFIM(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Weighted Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_fp._sys.argv[2]) diff --git a/PAMI/weightedFrequentPattern/basic/abstract.py b/PAMI/weightedFrequentPattern/basic/abstract.py index 9cd7b8d6..d212f7b1 100644 --- a/PAMI/weightedFrequentPattern/basic/abstract.py +++ b/PAMI/weightedFrequentPattern/basic/abstract.py @@ -81,7 +81,7 @@ class _weightedFrequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.py b/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.py index 60ca790b..c9fe6130 100644 --- a/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.py +++ b/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.py @@ -401,7 +401,7 @@ class WFRIMiner(_fp._weightedFrequentRegularPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -684,7 +684,7 @@ def _savePeriodic(self, itemSet) -> str: return temp @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here @@ -817,7 +817,7 @@ def printResults(self) -> None: _ap = WFRIMiner(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5], _fp._sys.argv[6]) if len(_fp._sys.argv) == 5: _ap = WFRIMiner(_fp._sys.argv[1], _fp._sys.argv[3], _fp._sys.argv[4], _fp._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Weighted Frequent Regular Patterns:", len(_ap.getPatterns())) _ap.save(_fp._sys.argv[2]) diff --git a/PAMI/weightedFrequentRegularPattern/basic/abstract.py b/PAMI/weightedFrequentRegularPattern/basic/abstract.py index 8a5db205..a70076fd 100644 --- a/PAMI/weightedFrequentRegularPattern/basic/abstract.py +++ b/PAMI/weightedFrequentRegularPattern/basic/abstract.py @@ -88,7 +88,7 @@ class _weightedFrequentRegularPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() diff --git a/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.py b/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.py index 27bfa00f..c5f26412 100644 --- a/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.py +++ b/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.py @@ -393,7 +393,7 @@ class WUFIM(_ab._weightedFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -417,7 +417,7 @@ class WUFIM(_ab._weightedFrequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -729,10 +729,10 @@ def _removeFalsePositives(self) -> None: self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ - startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. + mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. """ self.mine() @@ -859,7 +859,7 @@ def printResults(self) -> None: _ap = WUFIM(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5], _ab._sys.argv[6]) if len(_ab._sys.argv) == 6: _ap = WUFIM(_ab._sys.argv[1], _ab._sys.argv[3], _ab._sys.argv[4], _ab._sys.argv[5]) - _ap.startMine() + _ap.mine() _ap.mine() print("Total number of Weighted Uncertain Frequent Patterns:", len(_ap.getPatterns())) _ap.save(_ab._sys.argv[2]) @@ -870,7 +870,7 @@ def printResults(self) -> None: for k in [120, 140, 160, 180, 200]: _ap = WUFIM('/Users/likhitha/Downloads/uncertainTransaction_T10I4D200K.csv', '/Users/likhitha/Downloads/T10_weights.txt', k, 500, '\t') - _ap.startMine() + _ap.mine() print("Total number of Weighted Uncertain Frequent Patterns:", len(_ap.getPatterns())) _ap.save('/Users/likhitha/Downloads/WUFIM_output.txt') print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/PAMI/weightedUncertainFrequentPattern/basic/abstract.py b/PAMI/weightedUncertainFrequentPattern/basic/abstract.py index 5cc325fa..d08a3a32 100644 --- a/PAMI/weightedUncertainFrequentPattern/basic/abstract.py +++ b/PAMI/weightedUncertainFrequentPattern/basic/abstract.py @@ -46,7 +46,7 @@ class _weightedFrequentPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/README.md b/README.md index b44a9672..82efcc38 100644 --- a/README.md +++ b/README.md @@ -61,7 +61,6 @@ # Introduction PAttern MIning (PAMI) is a Python library containing several algorithms to discover user interest-based patterns in a wide-spectrum of datasets across multiple computing platforms. Useful links to utilize the services of this library were provided below: -NAME:SANGEETH 1. Youtube tutorial https://www.youtube.com/playlist?list=PLKP768gjVJmDer6MajaLbwtfC9ULVuaCZ @@ -171,7 +170,7 @@ from PAMI.frequentPattern.basic import FPGrowth as alg fileURL = "https://u-aizu.ac.jp/~udayrage/datasets/transactionalDatabases/Transactional_T10I4D100K.csv" minSup=300 obj = alg.FPGrowth(iFile=fileURL, minSup=minSup, sep='\t') -#obj.startMine() #deprecated +#obj.mine() #deprecated obj.mine() obj.save('frequentPatternsAtMinSupCount300.txt') frequentPatternsDF= obj.getPatternsAsDataFrame() diff --git a/docs/APRIORI-st.md b/docs/APRIORI-st.md index 123e8346..6fcd6a30 100644 --- a/docs/APRIORI-st.md +++ b/docs/APRIORI-st.md @@ -31,7 +31,7 @@ seperator='\t' ```python obj = alg.Apriori(iFile=inputFile, minSup=minimumSupportCount, sep=seperator) #initialize -obj.startMine() #Start the mining process +obj.mine() #Start the mining process ``` Frequent patterns were generated successfully using Apriori algorithm diff --git a/docs/RecurringPatterns.md b/docs/RecurringPatterns.md index a1a15c16..4d8bc64c 100644 --- a/docs/RecurringPatterns.md +++ b/docs/RecurringPatterns.md @@ -131,7 +131,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
oFile = 'recurringPatterns.txt' #specify the output file name
obj = alg.RPGrowth(iFile, minSup, maxPer, minRec, seperator) #initialize the algorithm
-obj.startMine() #start the mining process
+obj.mine() #start the mining process
obj.save(oFile) #store the patterns in file
df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
obj.printResults() #Print the stats of mining process diff --git a/docs/codersManual/algorithmCoding.md b/docs/codersManual/algorithmCoding.md index 9c2b162b..5cbf6aa2 100644 --- a/docs/codersManual/algorithmCoding.md +++ b/docs/codersManual/algorithmCoding.md @@ -14,7 +14,7 @@ Before writing any code using hash mark (#) write the text about explaining the # # from PAMI.model.patternType import AlgorithmX as alg # obj = alg.AlgorithmX(inputParameters) -# obj.startMine() +# obj.mine() # interestingPatterns = obj.getPatterns() # print("Total number of interesting patterns:", len(interestingPatterns)) # obj.savePatterns(oFile) @@ -86,7 +86,7 @@ class AlgorithmX(_ab._patternModel): from PAMI.model.patternType import AlgorithmX as alg obj = alg.AlgorithmX(inputParameters) - obj.startMine() + obj.mine() interestingPatterns = obj.getPatterns() print("Total number of interesting patterns:", len(interestingPatterns)) obj.savePatterns(oFile) diff --git a/docs/correlatePatternMining.md b/docs/correlatePatternMining.md index 3a26a348..e4a5d02b 100644 --- a/docs/correlatePatternMining.md +++ b/docs/correlatePatternMining.md @@ -121,7 +121,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'correlatedPattern.txt' # specify the output file name< obj = alg.CPGrowth(iFile, minSup, minAllConf, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() diff --git a/docs/examples.md b/docs/examples.md index 35eb0ffe..b356945d 100644 --- a/docs/examples.md +++ b/docs/examples.md @@ -256,7 +256,7 @@ derive the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/exercises/exercise1.md b/docs/exercises/exercise1.md index b2d0b30f..17a3f433 100644 --- a/docs/exercises/exercise1.md +++ b/docs/exercises/exercise1.md @@ -78,7 +78,7 @@ The Apriori algorithm can be executed by calling `Apriori` class in PAMI.freque sep='\t' #default seperator used to seperate items in a database obj = alg.Apriori(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() @@ -104,7 +104,7 @@ The Apriori algorithm can be executed by calling `Apriori` class in PAMI.freque memoryRSS = {} for minSup in minSupList: obj = alg.Apriori(inputFile, minSup=minSup, sep=sep) - obj.startMine() + obj.mine() numOfPatterns[minSup] = len(obj.getPatterns()) runtime[minSup] = obj.getRuntime() memoryUSS[minSup] = obj.getMemoryUSS() diff --git a/docs/exercises/exercise2.md b/docs/exercises/exercise2.md index 42576923..943db99b 100644 --- a/docs/exercises/exercise2.md +++ b/docs/exercises/exercise2.md @@ -17,7 +17,7 @@ for minSup in minSupList: obj = alg.FPGrowth(dataset, minSup=minSup, sep=sep) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) @@ -28,7 +28,7 @@ for minSup in minSupList: obj = alg.ECLAT(dataset, minSup=minSup) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) diff --git a/docs/exercises/exercise3.md b/docs/exercises/exercise3.md index d446f756..8a2a5c54 100644 --- a/docs/exercises/exercise3.md +++ b/docs/exercises/exercise3.md @@ -78,7 +78,7 @@ The Apriori algorithm can be executed by calling `parallelApriori` class in PAM numWorkers = 3 obj = alg.parallelApriori(inputFile,minSup,numWorkers,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() @@ -101,7 +101,7 @@ The Apriori algorithm can be executed by calling `parallelApriori` class in PAM memoryRSS = {} for minSup in minSupList: obj = alg.parallelApriori(inputFile, minSup=minSup, numWorkers=numWorkers, sep=sep) - obj.startMine() + obj.mine() numOfPatterns[minSup] = len(obj.getPatterns()) runtime[minSup] = obj.getRuntime() memoryUSS[minSup] = obj.getMemoryUSS() diff --git a/docs/exercises/exercise4.md b/docs/exercises/exercise4.md index 1fa2d6cb..1724c2fc 100644 --- a/docs/exercises/exercise4.md +++ b/docs/exercises/exercise4.md @@ -76,7 +76,7 @@ The cuda version of ECLAT algorithm can be executed by calling `cudaECLAT` class sep='\t' #default seperator used to seperate items in a database obj = alg.cudaECLAT(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() @@ -100,7 +100,7 @@ The cuda version of ECLAT algorithm can be executed by calling `cudaECLAT` class memoryRSS = {} for minSup in minSupList: obj = alg.cudaECLAT(inputFile, minSup=minSup, numWorkers=numWorkers, sep=sep) - obj.startMine() + obj.mine() numOfPatterns[minSup] = obj.getPatterns() runtime[minSup] = obj.getRuntime() memoryUSS[minSup] = obj.getMemoryUSS() diff --git a/docs/exercises/fuzzyFrequentPatternMining.md b/docs/exercises/fuzzyFrequentPatternMining.md index c57fe72c..3e995cbb 100644 --- a/docs/exercises/fuzzyFrequentPatternMining.md +++ b/docs/exercises/fuzzyFrequentPatternMining.md @@ -256,7 +256,7 @@ derive the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/exercises/howToWritePythonCodeinMarkup.md b/docs/exercises/howToWritePythonCodeinMarkup.md index 2c2db7c5..36c3749f 100644 --- a/docs/exercises/howToWritePythonCodeinMarkup.md +++ b/docs/exercises/howToWritePythonCodeinMarkup.md @@ -8,7 +8,7 @@ obj = alg.fpGrowth(inputFile, minSup) # use obj = alg.fpGrowth(inputFile, minSup,sep=',') to override the default tab space separator with comma -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(outputFile) # store the generated patterns in a file @@ -37,7 +37,7 @@ obj.save(outputFile) # store the generated patterns in a file obj = alg.PFPGrowthPlus(inputFile, minSup, maxPer) #use obj = alg.fpGrowth(inputFile, minSup,sep=',') to override the default tab space separator with comma - obj.startMine() #start the mining process + obj.mine() #start the mining process obj.save(outputFile) #store the generated patterns in a file @@ -67,7 +67,7 @@ obj.save(outputFile) # store the generated patterns in a file obj = alg.EFIM(inputFile, minUtil) - obj.startMine() #start the mining process + obj.mine() #start the mining process obj.save(outputFile) #store the generated patterns in a file diff --git a/docs/exercises/peirodicFrequentPatternMining.md b/docs/exercises/peirodicFrequentPatternMining.md index c57fe72c..3e995cbb 100644 --- a/docs/exercises/peirodicFrequentPatternMining.md +++ b/docs/exercises/peirodicFrequentPatternMining.md @@ -256,7 +256,7 @@ derive the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/frequentPatternMining.md b/docs/frequentPatternMining.md index 552e5fcb..667bd696 100644 --- a/docs/frequentPatternMining.md +++ b/docs/frequentPatternMining.md @@ -104,7 +104,7 @@ seperator = ' ' #specify the seperator. Default seperator is ta oFile = 'frequentPatterns.txt' #specify the output file name obj = alg.Apriori(iFile, minSup, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/frequentSpatialPatternMining.md b/docs/frequentSpatialPatternMining.md index b4cf4bb3..8dbbb479 100644 --- a/docs/frequentSpatialPatternMining.md +++ b/docs/frequentSpatialPatternMining.md @@ -149,7 +149,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'frequentSpatialPatterns.txt' # specify the output file name obj = alg.FSPGrowth(iFile, nFile, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.save(oFile) # store the patterns in file obj.printResults() # Print the stats of mining process diff --git a/docs/fuzzyCorrelatedPatternMining.md b/docs/fuzzyCorrelatedPatternMining.md index 05f03702..2a2c5c59 100644 --- a/docs/fuzzyCorrelatedPatternMining.md +++ b/docs/fuzzyCorrelatedPatternMining.md @@ -116,7 +116,7 @@ minAllConf = 0.5 oFile = 'FuzzyCorrelatedPatterns.txt' #specify the output file name
obj = alg.FCPGrowth(iFile, minSup, minAllConf, seperator) #initialize the algorithm
-obj.startMine() #start the mining process
+obj.mine() #start the mining process
obj.save(oFile) #store the patterns in file
df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
obj.printResults() #Print the stats of mining process diff --git a/docs/fuzzyFrequentPatternMining.md b/docs/fuzzyFrequentPatternMining.md index d0fa5ac5..8b574fb5 100644 --- a/docs/fuzzyFrequentPatternMining.md +++ b/docs/fuzzyFrequentPatternMining.md @@ -123,7 +123,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'fuzzyPatterns.txt' # specify the output file name obj = alg.FFIMiner(iFile, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the stats of mining process diff --git a/docs/fuzzyFrequentPatternMining_dump.md b/docs/fuzzyFrequentPatternMining_dump.md index 6fa1bc0b..b6646e7d 100644 --- a/docs/fuzzyFrequentPatternMining_dump.md +++ b/docs/fuzzyFrequentPatternMining_dump.md @@ -123,7 +123,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'fuzzyPatterns.txt' # specify the output file name obj = alg.FFIMiner(iFile, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the stats of mining process diff --git a/docs/fuzzyFrequentSpatialPatternMining.md b/docs/fuzzyFrequentSpatialPatternMining.md index be6597b0..2127e5a3 100644 --- a/docs/fuzzyFrequentSpatialPatternMining.md +++ b/docs/fuzzyFrequentSpatialPatternMining.md @@ -165,7 +165,7 @@ oFile = 'fuzzySpatialPatterns.txt' # specify the output file name nFile = 'sampleNeighbourFile.txt' # specify the neighbour file of database obj = alg.FFSPMiner(iFile, nFile, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the stats of mining process diff --git a/docs/fuzzyFrequentSpatialPatternMining_dump.md b/docs/fuzzyFrequentSpatialPatternMining_dump.md index 4cd22410..23e43ab9 100644 --- a/docs/fuzzyFrequentSpatialPatternMining_dump.md +++ b/docs/fuzzyFrequentSpatialPatternMining_dump.md @@ -165,7 +165,7 @@ oFile = 'fuzzySpatialPatterns.txt' # specify the output file name nFile = 'sampleNeighbourFile.txt' # specify the neighbour file of database obj = alg.FFSPMiner(iFile, nFile, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the stats of mining process diff --git a/docs/fuzzyPeriodicFrequentPatternMining.md b/docs/fuzzyPeriodicFrequentPatternMining.md index 530d0f98..01553980 100644 --- a/docs/fuzzyPeriodicFrequentPatternMining.md +++ b/docs/fuzzyPeriodicFrequentPatternMining.md @@ -126,7 +126,7 @@ oFile = 'FuzzyPeriodicPatterns.txt' #specify the output file name obj = alg.FPFPMiner(iFile, minSup, maxPer, ' ') -obj.startMine() +obj.mine() obj.save(oFile) #(to store the patterns in file) Df = obj.getPatternsAsDataFrame() #(to store the patterns in dataframe) obj.printResults() #(to print the no of patterns, runtime and memory consumption details) diff --git a/docs/fuzzyPeriodicFrequentPatternMining_dump.md b/docs/fuzzyPeriodicFrequentPatternMining_dump.md index 07ea2d57..cf54174e 100644 --- a/docs/fuzzyPeriodicFrequentPatternMining_dump.md +++ b/docs/fuzzyPeriodicFrequentPatternMining_dump.md @@ -124,7 +124,7 @@ maxPer = 3 # specify the maxPer value oFile = 'FuzzyPeriodicPatterns.txt' # specify the output file name obj = alg.FPFPMiner(iFile, minSup, maxPer, ' ') -obj.startMine() +obj.mine() obj.save(oFile) # (to store the patterns in file) Df = obj.getPatternsAsDataFrame() # (to store the patterns in dataframe) obj.printResults() # (to print the no of patterns, runtime and memory consumption details) diff --git a/docs/fuzzySpatialPeriodicFrequentPatternMining.md b/docs/fuzzySpatialPeriodicFrequentPatternMining.md index 19230101..6e589495 100644 --- a/docs/fuzzySpatialPeriodicFrequentPatternMining.md +++ b/docs/fuzzySpatialPeriodicFrequentPatternMining.md @@ -160,7 +160,7 @@ oFile = 'fuzzySpatialPeriodicFrequentPatterns.txt' # specify the output file na nFile = 'sampleNeighbourFile.txt' # specify the neighbour file of database
obj = alg.FGPFPMiner(iFile, nFile, minSup, maxPer, seperator) # initialize the algorithm
-obj.startMine() # start the mining process
+obj.mine() # start the mining process
obj.save(oFile) # store the patterns in file
df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe
obj.printResults() # Print the stats of mining process diff --git a/docs/generateLatexGraphs.md b/docs/generateLatexGraphs.md index 8754e9c8..562c2dc6 100644 --- a/docs/generateLatexGraphs.md +++ b/docs/generateLatexGraphs.md @@ -7,7 +7,7 @@ from PAMI.frequentPattern.basic import FPGrowth as alg obj = alg.FPGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) @@ -25,7 +25,7 @@ algorithm = 'FPGrowth' for minSup in minSupList: obj = alg.FPGrowth(dataset, minSup=minSup) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) @@ -35,7 +35,7 @@ algorithm = 'ECLAT' for minSup in minSupList: obj = alg.ECLAT(dataset, minSup=minSup) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) diff --git a/docs/highUtilityPatternMining.md b/docs/highUtilityPatternMining.md index 3fb38af6..3583de32 100644 --- a/docs/highUtilityPatternMining.md +++ b/docs/highUtilityPatternMining.md @@ -140,7 +140,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab s oFile = 'utilityPatterns.txt' #specify the output file name obj = alg.EFIM(iFile, minUtil, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/highUtilitySpatialPatternMining.md b/docs/highUtilitySpatialPatternMining.md index a13d0dbf..0e8647db 100644 --- a/docs/highUtilitySpatialPatternMining.md +++ b/docs/highUtilitySpatialPatternMining.md @@ -152,7 +152,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space. oFile = 'utilityPatterns.txt' #specify the output file name obj = alg.HDSHUIM(iFile, nFile, minUtil, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/highUtiltiyFrequentPatternMining.md b/docs/highUtiltiyFrequentPatternMining.md index 23949b89..08966b6e 100644 --- a/docs/highUtiltiyFrequentPatternMining.md +++ b/docs/highUtiltiyFrequentPatternMining.md @@ -143,7 +143,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'utilityfrequentPatterns.txt' # specify the output file name obj = alg.HUFIM(iFile, minUtil, minSup, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the stats of mining process diff --git a/docs/html/PAMI.AssociationRules.html b/docs/html/PAMI.AssociationRules.html index cb1a956b..5cad28f9 100644 --- a/docs/html/PAMI.AssociationRules.html +++ b/docs/html/PAMI.AssociationRules.html @@ -112,7 +112,7 @@

SubpackagesARWithConfidence.mine()
  • ARWithConfidence.printResults()
  • ARWithConfidence.save()
  • -
  • ARWithConfidence.startMine()
  • +
  • ARWithConfidence.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesARWithLeverage.mine()
  • ARWithLeverage.printResults()
  • ARWithLeverage.save()
  • -
  • ARWithLeverage.startMine()
  • +
  • ARWithLeverage.mine()
  • @@ -142,7 +142,7 @@

    SubpackagesARWithLift.mine()
  • ARWithLift.printResults()
  • ARWithLift.save()
  • -
  • ARWithLift.startMine()
  • +
  • ARWithLift.mine()
  • Lift
  • diff --git a/docs/html/PAMI.correlatedPattern.html b/docs/html/PAMI.correlatedPattern.html index 3aa51670..2ecd3bc3 100644 --- a/docs/html/PAMI.correlatedPattern.html +++ b/docs/html/PAMI.correlatedPattern.html @@ -112,7 +112,7 @@

    SubpackagesCoMine.mine()
  • CoMine.printResults()
  • CoMine.save()
  • -
  • CoMine.startMine()
  • +
  • CoMine.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesCoMinePlus.mine()
  • CoMinePlus.printResults()
  • CoMinePlus.save()
  • -
  • CoMinePlus.startMine()
  • +
  • CoMinePlus.mine()
  • diff --git a/docs/html/PAMI.coveragePattern.html b/docs/html/PAMI.coveragePattern.html index bd082f6b..bcb83623 100644 --- a/docs/html/PAMI.coveragePattern.html +++ b/docs/html/PAMI.coveragePattern.html @@ -115,7 +115,7 @@

    SubpackagesCMine.mine()
  • CMine.printResults()
  • CMine.save()
  • -
  • CMine.startMine()
  • +
  • CMine.mine()
  • CMine.tidToBitset()
  • @@ -131,7 +131,7 @@

    SubpackagesCPPG.mine()
  • CPPG.printResults()
  • CPPG.save()
  • -
  • CPPG.startMine()
  • +
  • CPPG.mine()
  • diff --git a/docs/html/PAMI.faultTolerantFrequentPattern.html b/docs/html/PAMI.faultTolerantFrequentPattern.html index eaa6528c..fee22ab1 100644 --- a/docs/html/PAMI.faultTolerantFrequentPattern.html +++ b/docs/html/PAMI.faultTolerantFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesFTApriori.mine()
  • FTApriori.printResults()
  • FTApriori.save()
  • -
  • FTApriori.startMine()
  • +
  • FTApriori.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesFTFPGrowth.mine()
  • FTFPGrowth.printResults()
  • FTFPGrowth.save()
  • -
  • FTFPGrowth.startMine()
  • +
  • FTFPGrowth.mine()
  • diff --git a/docs/html/PAMI.frequentPattern.html b/docs/html/PAMI.frequentPattern.html index 3284b6c9..23baccd1 100644 --- a/docs/html/PAMI.frequentPattern.html +++ b/docs/html/PAMI.frequentPattern.html @@ -113,7 +113,7 @@

    SubpackagesApriori.mine()
  • Apriori.printResults()
  • Apriori.save()
  • -
  • Apriori.startMine()
  • +
  • Apriori.mine()
  • @@ -128,7 +128,7 @@

    SubpackagesApriori.mine()
  • Apriori.printResults()
  • Apriori.save()
  • -
  • Apriori.startMine()
  • +
  • Apriori.mine()
  • @@ -143,7 +143,7 @@

    SubpackagesECLAT.mine()
  • ECLAT.printResults()
  • ECLAT.save()
  • -
  • ECLAT.startMine()
  • +
  • ECLAT.mine()
  • @@ -158,7 +158,7 @@

    SubpackagesECLATDiffset.mine()
  • ECLATDiffset.printResults()
  • ECLATDiffset.save()
  • -
  • ECLATDiffset.startMine()
  • +
  • ECLATDiffset.mine()
  • @@ -176,7 +176,7 @@

    SubpackagesECLATbitset.mine()
  • ECLATbitset.printResults()
  • ECLATbitset.save()
  • -
  • ECLATbitset.startMine()
  • +
  • ECLATbitset.mine()
  • ECLATbitset.tidToBitset()
  • @@ -192,7 +192,7 @@

    SubpackagesFPGrowth.mine()
  • FPGrowth.printResults()
  • FPGrowth.save()
  • -
  • FPGrowth.startMine()
  • +
  • FPGrowth.mine()
  • @@ -213,7 +213,7 @@

    SubpackagesCHARM.mine()
  • CHARM.printResults()
  • CHARM.save()
  • -
  • CHARM.startMine()
  • +
  • CHARM.mine()
  • @@ -247,7 +247,7 @@

    SubpackagesMaxFPGrowth.mine()
  • MaxFPGrowth.printResults()
  • MaxFPGrowth.save()
  • -
  • MaxFPGrowth.startMine()
  • +
  • MaxFPGrowth.mine()
  • @@ -269,7 +269,7 @@

    SubpackagesparallelApriori.mine()
  • parallelApriori.printResults()
  • parallelApriori.save()
  • -
  • parallelApriori.startMine()
  • +
  • parallelApriori.mine()
  • @@ -284,7 +284,7 @@

    SubpackagesparallelECLAT.mine()
  • parallelECLAT.printResults()
  • parallelECLAT.save()
  • -
  • parallelECLAT.startMine()
  • +
  • parallelECLAT.mine()
  • @@ -311,7 +311,7 @@

    SubpackagesparallelFPGrowth.mine()
  • parallelFPGrowth.printResults()
  • parallelFPGrowth.save()
  • -
  • parallelFPGrowth.startMine()
  • +
  • parallelFPGrowth.mine()
  • @@ -331,7 +331,7 @@

    SubpackagesFAE.mine()
  • FAE.printTOPK()
  • FAE.save()
  • -
  • FAE.startMine()
  • +
  • FAE.mine()
  • diff --git a/docs/html/PAMI.frequentPattern.pyspark.html b/docs/html/PAMI.frequentPattern.pyspark.html index 92ff40cc..a157b956 100644 --- a/docs/html/PAMI.frequentPattern.pyspark.html +++ b/docs/html/PAMI.frequentPattern.pyspark.html @@ -260,8 +260,8 @@

    Credits: -
    -startMine()[source]
    +
    +mine()[source]

    Frequent pattern mining process will start from here

    @@ -425,8 +425,8 @@

    Credits: -
    -startMine()[source]
    +
    +mine()[source]

    Frequent pattern mining process will start from here

    diff --git a/docs/html/PAMI.fuzzyCorrelatedPattern.html b/docs/html/PAMI.fuzzyCorrelatedPattern.html index 1626fb19..a6c309cc 100644 --- a/docs/html/PAMI.fuzzyCorrelatedPattern.html +++ b/docs/html/PAMI.fuzzyCorrelatedPattern.html @@ -113,7 +113,7 @@

    SubpackagesFCPGrowth.mine()
  • FCPGrowth.printResults()
  • FCPGrowth.save()
  • -
  • FCPGrowth.startMine()
  • +
  • FCPGrowth.mine()
  • main()
  • diff --git a/docs/html/PAMI.fuzzyFrequentPattern.html b/docs/html/PAMI.fuzzyFrequentPattern.html index 75e21de6..b68060f4 100644 --- a/docs/html/PAMI.fuzzyFrequentPattern.html +++ b/docs/html/PAMI.fuzzyFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesFFIMiner.mine()
  • FFIMiner.printResults()
  • FFIMiner.save()
  • -
  • FFIMiner.startMine()
  • +
  • FFIMiner.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesFFIMiner.mine()
  • FFIMiner.printResults()
  • FFIMiner.save()
  • -
  • FFIMiner.startMine()
  • +
  • FFIMiner.mine()
  • diff --git a/docs/html/PAMI.fuzzyGeoreferencedFrequentPattern.html b/docs/html/PAMI.fuzzyGeoreferencedFrequentPattern.html index 22f55b30..8f524f75 100644 --- a/docs/html/PAMI.fuzzyGeoreferencedFrequentPattern.html +++ b/docs/html/PAMI.fuzzyGeoreferencedFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesFFSPMiner.mine()
  • FFSPMiner.printResults()
  • FFSPMiner.save()
  • -
  • FFSPMiner.startMine()
  • +
  • FFSPMiner.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesFFSPMiner.mine()
  • FFSPMiner.printResults()
  • FFSPMiner.save()
  • -
  • FFSPMiner.startMine()
  • +
  • FFSPMiner.mine()
  • diff --git a/docs/html/PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.html b/docs/html/PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.html index 84161359..9a9f3d91 100644 --- a/docs/html/PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.html +++ b/docs/html/PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesFGPFPMiner.mine()
  • FGPFPMiner.printResults()
  • FGPFPMiner.save()
  • -
  • FGPFPMiner.startMine()
  • +
  • FGPFPMiner.mine()
  • @@ -130,7 +130,7 @@

    SubpackagesFGPFPMiner.mine()
  • FGPFPMiner.printResults()
  • FGPFPMiner.save()
  • -
  • FGPFPMiner.startMine()
  • +
  • FGPFPMiner.mine()
  • diff --git a/docs/html/PAMI.fuzzyPartialPeriodicPatterns.html b/docs/html/PAMI.fuzzyPartialPeriodicPatterns.html index 82bb807e..b363ce2e 100644 --- a/docs/html/PAMI.fuzzyPartialPeriodicPatterns.html +++ b/docs/html/PAMI.fuzzyPartialPeriodicPatterns.html @@ -112,7 +112,7 @@

    SubpackagesF3PMiner.mine()
  • F3PMiner.printResults()
  • F3PMiner.save()
  • -
  • F3PMiner.startMine()
  • +
  • F3PMiner.mine()
  • diff --git a/docs/html/PAMI.fuzzyPeriodicFrequentPattern.html b/docs/html/PAMI.fuzzyPeriodicFrequentPattern.html index db969f1d..7ebbf9b4 100644 --- a/docs/html/PAMI.fuzzyPeriodicFrequentPattern.html +++ b/docs/html/PAMI.fuzzyPeriodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesFPFPMiner.mine()
  • FPFPMiner.printResults()
  • FPFPMiner.save()
  • -
  • FPFPMiner.startMine()
  • +
  • FPFPMiner.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesFPFPMiner.mine()
  • FPFPMiner.printResults()
  • FPFPMiner.save()
  • -
  • FPFPMiner.startMine()
  • +
  • FPFPMiner.mine()
  • diff --git a/docs/html/PAMI.geoReferencedPeriodicFrequentPattern.html b/docs/html/PAMI.geoReferencedPeriodicFrequentPattern.html index a9e9df71..0014b9f8 100644 --- a/docs/html/PAMI.geoReferencedPeriodicFrequentPattern.html +++ b/docs/html/PAMI.geoReferencedPeriodicFrequentPattern.html @@ -113,7 +113,7 @@

    SubpackagesGPFPMiner.mine()
  • GPFPMiner.printResults()
  • GPFPMiner.save()
  • -
  • GPFPMiner.startMine()
  • +
  • GPFPMiner.mine()
  • diff --git a/docs/html/PAMI.georeferencedFrequentPattern.html b/docs/html/PAMI.georeferencedFrequentPattern.html index 6ded1ec4..6d841fdd 100644 --- a/docs/html/PAMI.georeferencedFrequentPattern.html +++ b/docs/html/PAMI.georeferencedFrequentPattern.html @@ -113,7 +113,7 @@

    SubpackagesSpatialECLAT.mine()
  • SpatialECLAT.printResults()
  • SpatialECLAT.save()
  • -
  • SpatialECLAT.startMine()
  • +
  • SpatialECLAT.mine()
  • diff --git a/docs/html/PAMI.georeferencedPartialPeriodicPattern.html b/docs/html/PAMI.georeferencedPartialPeriodicPattern.html index 2601b41d..c57368a9 100644 --- a/docs/html/PAMI.georeferencedPartialPeriodicPattern.html +++ b/docs/html/PAMI.georeferencedPartialPeriodicPattern.html @@ -113,7 +113,7 @@

    SubpackagesSTEclat.mine()
  • STEclat.printResults()
  • STEclat.save()
  • -
  • STEclat.startMine()
  • +
  • STEclat.mine()
  • diff --git a/docs/html/PAMI.highUtilityFrequentPattern.html b/docs/html/PAMI.highUtilityFrequentPattern.html index 21577c9f..9c71f5bc 100644 --- a/docs/html/PAMI.highUtilityFrequentPattern.html +++ b/docs/html/PAMI.highUtilityFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesHUFIM.mine()
  • HUFIM.printResults()
  • HUFIM.save()
  • -
  • HUFIM.startMine()
  • +
  • HUFIM.mine()
  • diff --git a/docs/html/PAMI.highUtilityGeoreferencedFrequentPattern.html b/docs/html/PAMI.highUtilityGeoreferencedFrequentPattern.html index f6a7f800..ce373b1b 100644 --- a/docs/html/PAMI.highUtilityGeoreferencedFrequentPattern.html +++ b/docs/html/PAMI.highUtilityGeoreferencedFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesSHUFIM.mine()
  • SHUFIM.printResults()
  • SHUFIM.save()
  • -
  • SHUFIM.startMine()
  • +
  • SHUFIM.mine()
  • main()
  • diff --git a/docs/html/PAMI.highUtilityPattern.html b/docs/html/PAMI.highUtilityPattern.html index f6e0669f..b9b83982 100644 --- a/docs/html/PAMI.highUtilityPattern.html +++ b/docs/html/PAMI.highUtilityPattern.html @@ -113,7 +113,7 @@

    SubpackagesEFIM.printResults()
  • EFIM.save()
  • EFIM.sort_transaction()
  • -
  • EFIM.startMine()
  • +
  • EFIM.mine()
  • @@ -128,7 +128,7 @@

    SubpackagesHMiner.mine()
  • HMiner.printResults()
  • HMiner.save()
  • -
  • HMiner.startMine()
  • +
  • HMiner.mine()
  • @@ -144,7 +144,7 @@

    SubpackagesUPGrowth.mine()
  • UPGrowth.printResults()
  • UPGrowth.save()
  • -
  • UPGrowth.startMine()
  • +
  • UPGrowth.mine()
  • @@ -160,7 +160,7 @@

    SubpackagesefimParallel.mine()
  • efimParallel.printResults()
  • efimParallel.save()
  • -
  • efimParallel.startMine()
  • +
  • efimParallel.mine()
  • @@ -181,7 +181,7 @@

    SubpackagesefimParallel.mine()
  • efimParallel.printResults()
  • efimParallel.save()
  • -
  • efimParallel.startMine()
  • +
  • efimParallel.mine()
  • diff --git a/docs/html/PAMI.highUtilitySpatialPattern.html b/docs/html/PAMI.highUtilitySpatialPattern.html index bd19ac9c..1406006b 100644 --- a/docs/html/PAMI.highUtilitySpatialPattern.html +++ b/docs/html/PAMI.highUtilitySpatialPattern.html @@ -112,7 +112,7 @@

    SubpackagesHDSHUIM.mine()
  • HDSHUIM.printResults()
  • HDSHUIM.save()
  • -
  • HDSHUIM.startMine()
  • +
  • HDSHUIM.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesSHUIM.mine()
  • SHUIM.printResults()
  • SHUIM.save()
  • -
  • SHUIM.startMine()
  • +
  • SHUIM.mine()
  • @@ -180,7 +180,7 @@

    SubpackagesTKSHUIM.sep
  • TKSHUIM.sortDatabase()
  • TKSHUIM.sort_transaction()
  • -
  • TKSHUIM.startMine()
  • +
  • TKSHUIM.mine()
  • TKSHUIM.startTime
  • TKSHUIM.strToint
  • TKSHUIM.temp
  • @@ -222,7 +222,7 @@

    SubpackagesutilityPatterns.oFile()
  • utilityPatterns.printResults()
  • utilityPatterns.save()
  • -
  • utilityPatterns.startMine()
  • +
  • utilityPatterns.mine()
  • utilityPatterns.startTime()
  • @@ -273,7 +273,7 @@

    SubmodulesMethods:
    -
    startMine()

    Calling this function will start the actual mining process

    +
    mine()

    Calling this function will start the actual mining process

    getPatterns()

    This function will output all interesting patterns discovered by an algorithm

    diff --git a/docs/html/PAMI.highUtilitySpatialPattern.topk.html b/docs/html/PAMI.highUtilitySpatialPattern.topk.html index 77f1b670..cecb3095 100644 --- a/docs/html/PAMI.highUtilitySpatialPattern.topk.html +++ b/docs/html/PAMI.highUtilitySpatialPattern.topk.html @@ -832,7 +832,7 @@

    Credits:Methods:
    -
    startMine()

    Calling this function will start the actual mining process

    +
    mine()

    Calling this function will start the actual mining process

    getPatterns()

    This function will output all interesting patterns discovered by an algorithm

    diff --git a/docs/html/PAMI.html b/docs/html/PAMI.html index 798ac998..26de9a62 100644 --- a/docs/html/PAMI.html +++ b/docs/html/PAMI.html @@ -644,7 +644,7 @@

    SubpackagesutilityPatterns.nFile()
  • utilityPatterns.oFile()
  • utilityPatterns.save()
  • -
  • utilityPatterns.startMine()
  • +
  • utilityPatterns.mine()
  • utilityPatterns.startTime()
  • @@ -756,7 +756,7 @@

    SubpackagesPPGrowth.getRuntime()
  • PPGrowth.printResults()
  • PPGrowth.save()
  • -
  • PPGrowth.startMine()
  • +
  • PPGrowth.mine()
  • @@ -972,7 +972,7 @@

    SubpackagesVBFTMine.getRuntime()
  • VBFTMine.printResults()
  • VBFTMine.save()
  • -
  • VBFTMine.startMine()
  • +
  • VBFTMine.mine()
  • diff --git a/docs/html/PAMI.localPeriodicPattern.html b/docs/html/PAMI.localPeriodicPattern.html index 6f25dfd8..c15ca04f 100644 --- a/docs/html/PAMI.localPeriodicPattern.html +++ b/docs/html/PAMI.localPeriodicPattern.html @@ -112,7 +112,7 @@

    SubpackagesLPPGrowth.mine()
  • LPPGrowth.printResults()
  • LPPGrowth.save()
  • -
  • LPPGrowth.startMine()
  • +
  • LPPGrowth.mine()
  • Node
  • @@ -153,7 +153,7 @@

    SubpackagesLPPMDepth.mine()
  • LPPMDepth.printResults()
  • LPPMDepth.save()
  • -
  • LPPMDepth.startMine()
  • +
  • LPPMDepth.mine()
  • diff --git a/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html b/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html index ced21b25..807801f3 100644 --- a/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html +++ b/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html @@ -158,7 +158,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -396,7 +396,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.html b/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.html index b2b86aa4..e6ef9836 100644 --- a/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.html +++ b/docs/html/PAMI.multipleMinimumSupportBasedFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesCFPGrowth.getRuntime()
  • CFPGrowth.printResults()
  • CFPGrowth.save()
  • -
  • CFPGrowth.startMine()
  • +
  • CFPGrowth.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesCFPGrowthPlus.getRuntime()
  • CFPGrowthPlus.printResults()
  • CFPGrowthPlus.save()
  • -
  • CFPGrowthPlus.startMine()
  • +
  • CFPGrowthPlus.mine()
  • diff --git a/docs/html/PAMI.partialPeriodicFrequentPattern.basic.html b/docs/html/PAMI.partialPeriodicFrequentPattern.basic.html index f11f7bc7..6da522d7 100644 --- a/docs/html/PAMI.partialPeriodicFrequentPattern.basic.html +++ b/docs/html/PAMI.partialPeriodicFrequentPattern.basic.html @@ -151,7 +151,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -189,7 +189,7 @@

    Sample run of the importing code:

    from PAMI.partialPeriodicFrequentPattern.basic import GPFgrowth as alg

    obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR)

    -

    obj.startMine()

    +

    obj.mine()

    partialPeriodicFrequentPatterns = obj.getPatterns()

    print(“Total number of partial periodic Patterns:”, len(partialPeriodicFrequentPatterns))

    obj.save(oFile)

    @@ -661,7 +661,7 @@

    Credits:

    from PAMI.partialPeriodicFrequentpattern.basic import PPF_DFS as alg

    obj = alg.PPF_DFS(iFile, minSup)

    -

    obj.startMine()

    +

    obj.mine()

    frequentPatterns = obj.getPatterns()

    print(“Total number of Frequent Patterns:”, len(frequentPatterns))

    obj.save(oFile)

    @@ -816,7 +816,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.partialPeriodicFrequentPattern.html b/docs/html/PAMI.partialPeriodicFrequentPattern.html index a1f08959..6fb7a0c2 100644 --- a/docs/html/PAMI.partialPeriodicFrequentPattern.html +++ b/docs/html/PAMI.partialPeriodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesGPFgrowth.printResults()
  • GPFgrowth.runTime
  • GPFgrowth.save()
  • -
  • GPFgrowth.startMine()
  • +
  • GPFgrowth.mine()
  • Node
  • @@ -170,7 +170,7 @@

    SubpackagespartialPeriodicPatterns.getRuntime()
  • partialPeriodicPatterns.printResults()
  • partialPeriodicPatterns.save()
  • -
  • partialPeriodicPatterns.startMine()
  • +
  • partialPeriodicPatterns.mine()
  • diff --git a/docs/html/PAMI.partialPeriodicPattern.basic.html b/docs/html/PAMI.partialPeriodicPattern.basic.html index d151e251..fa3ec843 100644 --- a/docs/html/PAMI.partialPeriodicPattern.basic.html +++ b/docs/html/PAMI.partialPeriodicPattern.basic.html @@ -168,7 +168,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -191,7 +191,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -436,7 +436,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -711,7 +711,7 @@

    Sample run of importing the code:

    from PAMI.periodicFrequentPattern.basic import PPP_ECLAT as alg

    obj = alg.PPP_ECLAT(iFile, minPS,period)

    -

    obj.startMine()

    +

    obj.mine()

    Patterns = obj.getPatterns()

    print(“Total number of partial periodic patterns:”, len(Patterns))

    obj.save(oFile)

    diff --git a/docs/html/PAMI.partialPeriodicPattern.closed.html b/docs/html/PAMI.partialPeriodicPattern.closed.html index c03788c7..243b1afd 100644 --- a/docs/html/PAMI.partialPeriodicPattern.closed.html +++ b/docs/html/PAMI.partialPeriodicPattern.closed.html @@ -169,7 +169,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.partialPeriodicPattern.html b/docs/html/PAMI.partialPeriodicPattern.html index eceb9403..a218a45d 100644 --- a/docs/html/PAMI.partialPeriodicPattern.html +++ b/docs/html/PAMI.partialPeriodicPattern.html @@ -111,7 +111,7 @@

    SubpackagesGThreePGrowth.getRuntime()
  • GThreePGrowth.printResults()
  • GThreePGrowth.save()
  • -
  • GThreePGrowth.startMine()
  • +
  • GThreePGrowth.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesPPPGrowth.getRuntime()
  • PPPGrowth.printResults()
  • PPPGrowth.save()
  • -
  • PPPGrowth.startMine()
  • +
  • PPPGrowth.mine()
  • @@ -142,7 +142,7 @@

    SubpackagesPPP_ECLAT.getRuntime()
  • PPP_ECLAT.printResults()
  • PPP_ECLAT.save()
  • -
  • PPP_ECLAT.startMine()
  • +
  • PPP_ECLAT.mine()
  • @@ -163,7 +163,7 @@

    SubpackagesPPPClose.getRuntime()
  • PPPClose.printResults()
  • PPPClose.save()
  • -
  • PPPClose.startMine()
  • +
  • PPPClose.mine()
  • @@ -183,7 +183,7 @@

    SubpackagesMax3PGrowth.getRuntime()
  • Max3PGrowth.printResults()
  • Max3PGrowth.save()
  • -
  • Max3PGrowth.startMine()
  • +
  • Max3PGrowth.mine()
  • @@ -232,7 +232,7 @@

    Subpackagesparallel3PGrowth.printResults()
  • parallel3PGrowth.save()
  • parallel3PGrowth.setPartitions()
  • -
  • parallel3PGrowth.startMine()
  • +
  • parallel3PGrowth.mine()
  • @@ -251,7 +251,7 @@

    SubpackagespartialPeriodicPatterns.getRuntime()
  • partialPeriodicPatterns.printResults()
  • partialPeriodicPatterns.save()
  • -
  • partialPeriodicPatterns.startMine()
  • +
  • partialPeriodicPatterns.mine()
  • @@ -266,7 +266,7 @@

    Subpackagesk3PMiner.getRuntime()
  • k3PMiner.printResults()
  • k3PMiner.save()
  • -
  • k3PMiner.startMine()
  • +
  • k3PMiner.mine()
  • diff --git a/docs/html/PAMI.partialPeriodicPattern.maximal.html b/docs/html/PAMI.partialPeriodicPattern.maximal.html index 6568da76..f41a253e 100644 --- a/docs/html/PAMI.partialPeriodicPattern.maximal.html +++ b/docs/html/PAMI.partialPeriodicPattern.maximal.html @@ -179,7 +179,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -201,7 +201,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -421,7 +421,7 @@

    Submodulesobj = alg.4PGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -692,8 +692,8 @@

    Credits: -
    -startMine()[source]
    +
    +mine()[source]

    Main method where the patterns are mined by constructing tree.

    diff --git a/docs/html/PAMI.partialPeriodicPattern.topk.html b/docs/html/PAMI.partialPeriodicPattern.topk.html index 6b73e98f..60b99516 100644 --- a/docs/html/PAMI.partialPeriodicPattern.topk.html +++ b/docs/html/PAMI.partialPeriodicPattern.topk.html @@ -142,7 +142,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -207,8 +207,8 @@

    Submodules -
    -abstract startMine()[source]
    +
    +abstract mine()[source]

    Code for the mining process will start from this function

    @@ -271,7 +271,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -316,7 +316,7 @@

    Sample run of the importing code:

    diff --git a/docs/html/PAMI.partialPeriodicPatternInMultipleTimeSeries.html b/docs/html/PAMI.partialPeriodicPatternInMultipleTimeSeries.html index c31af81c..0465c170 100644 --- a/docs/html/PAMI.partialPeriodicPatternInMultipleTimeSeries.html +++ b/docs/html/PAMI.partialPeriodicPatternInMultipleTimeSeries.html @@ -169,7 +169,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -213,7 +213,7 @@

    Sample run of importing the code:

    from PAMI.periodicFrequentPattern.basic import PPGrowth as alg

    obj = alg.PPGrowth(iFile, minSup, maxPer)

    -

    obj.startMine()

    +

    obj.mine()

    periodicFrequentPatterns = obj.getPatterns()

    print(“Total number of Periodic Frequent Patterns:”, len(periodicFrequentPatterns))

    obj.save(oFile)

    diff --git a/docs/html/PAMI.periodicCorrelatedPattern.basic.html b/docs/html/PAMI.periodicCorrelatedPattern.basic.html index 82879665..9d680123 100644 --- a/docs/html/PAMI.periodicCorrelatedPattern.basic.html +++ b/docs/html/PAMI.periodicCorrelatedPattern.basic.html @@ -165,7 +165,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.periodicCorrelatedPattern.html b/docs/html/PAMI.periodicCorrelatedPattern.html index 6731f5f9..205bb0ba 100644 --- a/docs/html/PAMI.periodicCorrelatedPattern.html +++ b/docs/html/PAMI.periodicCorrelatedPattern.html @@ -111,7 +111,7 @@

    SubpackagesEPCPGrowth.getRuntime()
  • EPCPGrowth.printResults()
  • EPCPGrowth.save()
  • -
  • EPCPGrowth.startMine()
  • +
  • EPCPGrowth.mine()
  • diff --git a/docs/html/PAMI.periodicFrequentPattern.basic.html b/docs/html/PAMI.periodicFrequentPattern.basic.html index b3ef7def..001c0be1 100644 --- a/docs/html/PAMI.periodicFrequentPattern.basic.html +++ b/docs/html/PAMI.periodicFrequentPattern.basic.html @@ -174,7 +174,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -428,7 +428,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -651,7 +651,7 @@

    Credits:
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -675,7 +675,7 @@

    Credits:
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -1193,7 +1193,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.periodicFrequentPattern.closed.html b/docs/html/PAMI.periodicFrequentPattern.closed.html index e8430567..efc7ea72 100644 --- a/docs/html/PAMI.periodicFrequentPattern.closed.html +++ b/docs/html/PAMI.periodicFrequentPattern.closed.html @@ -161,7 +161,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.periodicFrequentPattern.html b/docs/html/PAMI.periodicFrequentPattern.html index 74d32949..1ad6d964 100644 --- a/docs/html/PAMI.periodicFrequentPattern.html +++ b/docs/html/PAMI.periodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesPFECLAT.getRuntime()
  • PFECLAT.printResults()
  • PFECLAT.save()
  • -
  • PFECLAT.startMine()
  • +
  • PFECLAT.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesPFPGrowth.getRuntime()
  • PFPGrowth.printResults()
  • PFPGrowth.save()
  • -
  • PFPGrowth.startMine()
  • +
  • PFPGrowth.mine()
  • @@ -141,7 +141,7 @@

    SubpackagesPFPGrowthPlus.getRuntime()
  • PFPGrowthPlus.printResults()
  • PFPGrowthPlus.save()
  • -
  • PFPGrowthPlus.startMine()
  • +
  • PFPGrowthPlus.mine()
  • @@ -155,7 +155,7 @@

    SubpackagesPFPMC.getRuntime()
  • PFPMC.printResults()
  • PFPMC.save()
  • -
  • PFPMC.startMine()
  • +
  • PFPMC.mine()
  • @@ -174,7 +174,7 @@

    SubpackagesPSGrowth.getRuntime()
  • PSGrowth.printResults()
  • PSGrowth.save()
  • -
  • PSGrowth.startMine()
  • +
  • PSGrowth.mine()
  • conditionalTransactions()
  • @@ -198,7 +198,7 @@

    SubpackagesCPFPMiner.getRuntime()
  • CPFPMiner.printResults()
  • CPFPMiner.save()
  • -
  • CPFPMiner.startMine()
  • +
  • CPFPMiner.mine()
  • @@ -227,7 +227,7 @@

    SubpackagesMaxPFGrowth.getRuntime()
  • MaxPFGrowth.printResults()
  • MaxPFGrowth.save()
  • -
  • MaxPFGrowth.startMine()
  • +
  • MaxPFGrowth.mine()
  • @@ -271,7 +271,7 @@

    SubpackagesparallelPFPGrowth.getRuntime()
  • parallelPFPGrowth.printResults()
  • parallelPFPGrowth.save()
  • -
  • parallelPFPGrowth.startMine()
  • +
  • parallelPFPGrowth.mine()
  • diff --git a/docs/html/PAMI.periodicFrequentPattern.maximal.html b/docs/html/PAMI.periodicFrequentPattern.maximal.html index 09553920..0719de99 100644 --- a/docs/html/PAMI.periodicFrequentPattern.maximal.html +++ b/docs/html/PAMI.periodicFrequentPattern.maximal.html @@ -172,7 +172,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -194,7 +194,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -416,7 +416,7 @@

    Submodules obj = alg.parallelPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html b/docs/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html index ca275001..cb4895ed 100644 --- a/docs/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html +++ b/docs/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html @@ -155,7 +155,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -198,7 +198,7 @@

    Submodules obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -319,8 +319,8 @@

    Submodules -
    -startMine()[source]
    +
    +mine()[source]

    Main function of the program

    diff --git a/docs/html/PAMI.periodicFrequentPattern.topk.html b/docs/html/PAMI.periodicFrequentPattern.topk.html index ebf616ec..0098fd0f 100644 --- a/docs/html/PAMI.periodicFrequentPattern.topk.html +++ b/docs/html/PAMI.periodicFrequentPattern.topk.html @@ -112,7 +112,7 @@

    SubpackagesTopkPFPGrowth.getRuntime()
  • TopkPFPGrowth.printResults()
  • TopkPFPGrowth.save()
  • -
  • TopkPFPGrowth.startMine()
  • +
  • TopkPFPGrowth.mine()
  • @@ -135,7 +135,7 @@

    SubpackageskPFPMiner.lno
  • kPFPMiner.printResults()
  • kPFPMiner.save()
  • -
  • kPFPMiner.startMine()
  • +
  • kPFPMiner.mine()
  • diff --git a/docs/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html b/docs/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html index 69a78f0b..60e81cf5 100644 --- a/docs/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html +++ b/docs/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html @@ -154,7 +154,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.recurringPattern.basic.html b/docs/html/PAMI.recurringPattern.basic.html index 43c3060f..c0c864c9 100644 --- a/docs/html/PAMI.recurringPattern.basic.html +++ b/docs/html/PAMI.recurringPattern.basic.html @@ -175,7 +175,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.recurringPattern.html b/docs/html/PAMI.recurringPattern.html index f004e56e..9a3ea992 100644 --- a/docs/html/PAMI.recurringPattern.html +++ b/docs/html/PAMI.recurringPattern.html @@ -112,7 +112,7 @@

    SubpackagesRPGrowth.getRuntime()
  • RPGrowth.printResults()
  • RPGrowth.save()
  • -
  • RPGrowth.startMine()
  • +
  • RPGrowth.mine()
  • diff --git a/docs/html/PAMI.relativeFrequentPattern.basic.html b/docs/html/PAMI.relativeFrequentPattern.basic.html index bcce688a..3053216a 100644 --- a/docs/html/PAMI.relativeFrequentPattern.basic.html +++ b/docs/html/PAMI.relativeFrequentPattern.basic.html @@ -165,7 +165,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.relativeFrequentPattern.html b/docs/html/PAMI.relativeFrequentPattern.html index 46199464..359c91a4 100644 --- a/docs/html/PAMI.relativeFrequentPattern.html +++ b/docs/html/PAMI.relativeFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesRSFPGrowth.getRuntime()
  • RSFPGrowth.printResults()
  • RSFPGrowth.save()
  • -
  • RSFPGrowth.startMine()
  • +
  • RSFPGrowth.mine()
  • diff --git a/docs/html/PAMI.relativeHighUtilityPattern.basic.html b/docs/html/PAMI.relativeHighUtilityPattern.basic.html index 9d8bc51f..563a7742 100644 --- a/docs/html/PAMI.relativeHighUtilityPattern.basic.html +++ b/docs/html/PAMI.relativeHighUtilityPattern.basic.html @@ -172,7 +172,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.relativeHighUtilityPattern.html b/docs/html/PAMI.relativeHighUtilityPattern.html index 334db4d6..38526585 100644 --- a/docs/html/PAMI.relativeHighUtilityPattern.html +++ b/docs/html/PAMI.relativeHighUtilityPattern.html @@ -113,7 +113,7 @@

    SubpackagesRHUIM.save()
  • RHUIM.sortDatabase()
  • RHUIM.sort_transaction()
  • -
  • RHUIM.startMine()
  • +
  • RHUIM.mine()
  • diff --git a/docs/html/PAMI.sequentialPatternMining.basic.html b/docs/html/PAMI.sequentialPatternMining.basic.html index 22b60cfd..175f38cf 100644 --- a/docs/html/PAMI.sequentialPatternMining.basic.html +++ b/docs/html/PAMI.sequentialPatternMining.basic.html @@ -163,7 +163,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -491,7 +491,7 @@

    Credits:

    import PAMI.sequentialPatternMining.basic.SPAM as alg

    obj = alg.SPAM(iFile, minSup)

    -

    obj.startMine()

    +

    obj.mine()

    sequentialPatternMining = obj.getPatterns()

    print(“Total number of Frequent Patterns:”, len(frequentPatterns))

    obj.savePatterns(oFile)

    @@ -733,7 +733,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.sequentialPatternMining.html b/docs/html/PAMI.sequentialPatternMining.html index ceda3091..65895754 100644 --- a/docs/html/PAMI.sequentialPatternMining.html +++ b/docs/html/PAMI.sequentialPatternMining.html @@ -121,7 +121,7 @@

    SubpackagesSPADE.makexLenDatabaseSame()
  • SPADE.printResults()
  • SPADE.save()
  • -
  • SPADE.startMine()
  • +
  • SPADE.mine()
  • @@ -139,7 +139,7 @@

    SubpackagesSPAM.make2BitDatabase()
  • SPAM.printResults()
  • SPAM.save()
  • -
  • SPAM.startMine()
  • +
  • SPAM.mine()
  • @@ -162,7 +162,7 @@

    SubpackagesprefixSpan.printResults()
  • prefixSpan.save()
  • prefixSpan.serchSame()
  • -
  • prefixSpan.startMine()
  • +
  • prefixSpan.mine()
  • diff --git a/docs/html/PAMI.stablePeriodicFrequentPattern.basic.html b/docs/html/PAMI.stablePeriodicFrequentPattern.basic.html index 844a9b59..39925726 100644 --- a/docs/html/PAMI.stablePeriodicFrequentPattern.basic.html +++ b/docs/html/PAMI.stablePeriodicFrequentPattern.basic.html @@ -184,7 +184,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -228,7 +228,7 @@

    Importing this algorithm into a python programMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.stablePeriodicFrequentPattern.html b/docs/html/PAMI.stablePeriodicFrequentPattern.html index 10036a2c..144e5cd9 100644 --- a/docs/html/PAMI.stablePeriodicFrequentPattern.html +++ b/docs/html/PAMI.stablePeriodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesSPPEclat.getRuntime()
  • SPPEclat.printResults()
  • SPPEclat.save()
  • -
  • SPPEclat.startMine()
  • +
  • SPPEclat.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesSPPGrowth.getRuntime()
  • SPPGrowth.printResults()
  • SPPGrowth.save()
  • -
  • SPPGrowth.startMine()
  • +
  • SPPGrowth.mine()
  • @@ -148,7 +148,7 @@

    SubpackagesTSPIN.getRuntime()
  • TSPIN.printResults()
  • TSPIN.save()
  • -
  • TSPIN.startMine()
  • +
  • TSPIN.mine()
  • diff --git a/docs/html/PAMI.stablePeriodicFrequentPattern.topK.html b/docs/html/PAMI.stablePeriodicFrequentPattern.topK.html index c5459d45..a9d9588f 100644 --- a/docs/html/PAMI.stablePeriodicFrequentPattern.topK.html +++ b/docs/html/PAMI.stablePeriodicFrequentPattern.topK.html @@ -170,7 +170,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.subgraphMining.html b/docs/html/PAMI.subgraphMining.html index d70ca655..66111378 100644 --- a/docs/html/PAMI.subgraphMining.html +++ b/docs/html/PAMI.subgraphMining.html @@ -188,7 +188,7 @@

    SubpackagesGSpan.rightMostPathExtensions()
  • GSpan.rightMostPathExtensionsFromSingle()
  • GSpan.save()
  • -
  • GSpan.startMine()
  • +
  • GSpan.mine()
  • GSpan.subgraphIsomorphisms()
  • @@ -331,7 +331,7 @@

    SubpackagesTKG.rightMostPathExtensionsFromSingle()
  • TKG.save()
  • TKG.savePattern()
  • -
  • TKG.startMine()
  • +
  • TKG.mine()
  • TKG.startThreads()
  • TKG.subgraphIsomorphisms()
  • diff --git a/docs/html/PAMI.uncertainFrequentPattern.basic.html b/docs/html/PAMI.uncertainFrequentPattern.basic.html index ecb7e060..9f3c1006 100644 --- a/docs/html/PAMI.uncertainFrequentPattern.basic.html +++ b/docs/html/PAMI.uncertainFrequentPattern.basic.html @@ -163,7 +163,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -187,7 +187,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -428,7 +428,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -600,7 +600,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -767,7 +767,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -1105,7 +1105,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -1129,7 +1129,7 @@

    Credits:
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.uncertainFrequentPattern.html b/docs/html/PAMI.uncertainFrequentPattern.html index 9f1008f7..c3541f75 100644 --- a/docs/html/PAMI.uncertainFrequentPattern.html +++ b/docs/html/PAMI.uncertainFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesCUFPTree.getRuntime()
  • CUFPTree.printResults()
  • CUFPTree.save()
  • -
  • CUFPTree.startMine()
  • +
  • CUFPTree.mine()
  • @@ -126,7 +126,7 @@

    SubpackagesPUFGrowth.getRuntime()
  • PUFGrowth.printResults()
  • PUFGrowth.save()
  • -
  • PUFGrowth.startMine()
  • +
  • PUFGrowth.mine()
  • @@ -140,7 +140,7 @@

    SubpackagesTUFP.getRuntime()
  • TUFP.printResults()
  • TUFP.save()
  • -
  • TUFP.startMine()
  • +
  • TUFP.mine()
  • @@ -154,7 +154,7 @@

    SubpackagesTUFP.getRuntime()
  • TUFP.printResults()
  • TUFP.save()
  • -
  • TUFP.startMine()
  • +
  • TUFP.mine()
  • @@ -169,7 +169,7 @@

    SubpackagesTubeS.getRuntime()
  • TubeS.printResults()
  • TubeS.save()
  • -
  • TubeS.startMine()
  • +
  • TubeS.mine()
  • TubeS.updateTransactions()
  • @@ -185,7 +185,7 @@

    SubpackagesUFGrowth.getRuntime()
  • UFGrowth.printResults()
  • UFGrowth.save()
  • -
  • UFGrowth.startMine()
  • +
  • UFGrowth.mine()
  • @@ -199,7 +199,7 @@

    SubpackagesUVEclat.getRuntime()
  • UVEclat.printResults()
  • UVEclat.save()
  • -
  • UVEclat.startMine()
  • +
  • UVEclat.mine()
  • diff --git a/docs/html/PAMI.uncertainGeoreferencedFrequentPattern.basic.html b/docs/html/PAMI.uncertainGeoreferencedFrequentPattern.basic.html index 3404a7f2..0bc8c9a5 100644 --- a/docs/html/PAMI.uncertainGeoreferencedFrequentPattern.basic.html +++ b/docs/html/PAMI.uncertainGeoreferencedFrequentPattern.basic.html @@ -165,7 +165,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -189,7 +189,7 @@

    SubmodulesGFPGrowth.getRuntime()
  • GFPGrowth.printResults()
  • GFPGrowth.save()
  • -
  • GFPGrowth.startMine()
  • +
  • GFPGrowth.mine()
  • diff --git a/docs/html/PAMI.uncertainPeriodicFrequentPattern.basic.html b/docs/html/PAMI.uncertainPeriodicFrequentPattern.basic.html index 54a4dd85..7b0eed43 100644 --- a/docs/html/PAMI.uncertainPeriodicFrequentPattern.basic.html +++ b/docs/html/PAMI.uncertainPeriodicFrequentPattern.basic.html @@ -171,7 +171,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -433,7 +433,7 @@

    Credits:Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.uncertainPeriodicFrequentPattern.html b/docs/html/PAMI.uncertainPeriodicFrequentPattern.html index 7e61d646..ec872355 100644 --- a/docs/html/PAMI.uncertainPeriodicFrequentPattern.html +++ b/docs/html/PAMI.uncertainPeriodicFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesUPFPGrowth.getRuntime()
  • UPFPGrowth.printResults()
  • UPFPGrowth.save()
  • -
  • UPFPGrowth.startMine()
  • +
  • UPFPGrowth.mine()
  • @@ -127,7 +127,7 @@

    SubpackagesUPFPGrowthPlus.getRuntime()
  • UPFPGrowthPlus.printResults()
  • UPFPGrowthPlus.save()
  • -
  • UPFPGrowthPlus.startMine()
  • +
  • UPFPGrowthPlus.mine()
  • printTree()
  • diff --git a/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.basic.html b/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.basic.html index 2870bf93..0c8d9b7f 100644 --- a/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.basic.html +++ b/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.basic.html @@ -171,7 +171,7 @@

    Submodules -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.html b/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.html index 899531ec..fe4b9244 100644 --- a/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.html +++ b/docs/html/PAMI.weightedFrequentNeighbourhoodPattern.html @@ -112,7 +112,7 @@

    SubpackagesSWFPGrowth.getRuntime()
  • SWFPGrowth.printResults()
  • SWFPGrowth.save()
  • -
  • SWFPGrowth.startMine()
  • +
  • SWFPGrowth.mine()
  • diff --git a/docs/html/PAMI.weightedFrequentPattern.basic.html b/docs/html/PAMI.weightedFrequentPattern.basic.html index d85d8b0c..de52661e 100644 --- a/docs/html/PAMI.weightedFrequentPattern.basic.html +++ b/docs/html/PAMI.weightedFrequentPattern.basic.html @@ -176,7 +176,7 @@

    Submodules -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.weightedFrequentPattern.html b/docs/html/PAMI.weightedFrequentPattern.html index 4cc1b6d5..04a59941 100644 --- a/docs/html/PAMI.weightedFrequentPattern.html +++ b/docs/html/PAMI.weightedFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesWFIM.getRuntime()
  • WFIM.printResults()
  • WFIM.save()
  • -
  • WFIM.startMine()
  • +
  • WFIM.mine()
  • diff --git a/docs/html/PAMI.weightedFrequentRegularPattern.basic.html b/docs/html/PAMI.weightedFrequentRegularPattern.basic.html index b759d0a0..5b7d0ed8 100644 --- a/docs/html/PAMI.weightedFrequentRegularPattern.basic.html +++ b/docs/html/PAMI.weightedFrequentRegularPattern.basic.html @@ -168,7 +168,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/PAMI.weightedFrequentRegularPattern.html b/docs/html/PAMI.weightedFrequentRegularPattern.html index f24ccb76..7ef7b45a 100644 --- a/docs/html/PAMI.weightedFrequentRegularPattern.html +++ b/docs/html/PAMI.weightedFrequentRegularPattern.html @@ -112,7 +112,7 @@

    SubpackagesWFRIMiner.getRuntime()
  • WFRIMiner.printResults()
  • WFRIMiner.save()
  • -
  • WFRIMiner.startMine()
  • +
  • WFRIMiner.mine()
  • diff --git a/docs/html/PAMI.weightedUncertainFrequentPattern.basic.html b/docs/html/PAMI.weightedUncertainFrequentPattern.basic.html index ad352c11..ef293529 100644 --- a/docs/html/PAMI.weightedUncertainFrequentPattern.basic.html +++ b/docs/html/PAMI.weightedUncertainFrequentPattern.basic.html @@ -166,7 +166,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -190,7 +190,7 @@

    Submodules
    startMine() None[source]
    -

    startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns.

    +

    mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns.

    diff --git a/docs/html/PAMI.weightedUncertainFrequentPattern.html b/docs/html/PAMI.weightedUncertainFrequentPattern.html index 1f7807cb..c281fba9 100644 --- a/docs/html/PAMI.weightedUncertainFrequentPattern.html +++ b/docs/html/PAMI.weightedUncertainFrequentPattern.html @@ -112,7 +112,7 @@

    SubpackagesWUFIM.mine()
  • WUFIM.printResults()
  • WUFIM.save()
  • -
  • WUFIM.startMine()
  • +
  • WUFIM.mine()
  • diff --git a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithConfidence.html b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithConfidence.html index 22f95bb1..cb8eee88 100644 --- a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithConfidence.html +++ b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithConfidence.html @@ -394,7 +394,7 @@

    Source code for PAMI.AssociationRules.basic.ARWithConfidence

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here diff --git a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLeverage.html b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLeverage.html index b8c7d576..42ab1d18 100644 --- a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLeverage.html +++ b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLeverage.html @@ -394,7 +394,7 @@

    Source code for PAMI.AssociationRules.basic.ARWithLeverage

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Association rule mining process will start from here diff --git a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLift.html b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLift.html index 8565e94a..c1a867b0 100644 --- a/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLift.html +++ b/docs/html/_modules/PAMI/AssociationRules/basic/ARWithLift.html @@ -395,7 +395,7 @@

    Source code for PAMI.AssociationRules.basic.ARWithLift

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Association rule mining process will start from here diff --git a/docs/html/_modules/PAMI/AssociationRules/basic/RuleMiner.html b/docs/html/_modules/PAMI/AssociationRules/basic/RuleMiner.html index 4e570528..920dfbcf 100644 --- a/docs/html/_modules/PAMI/AssociationRules/basic/RuleMiner.html +++ b/docs/html/_modules/PAMI/AssociationRules/basic/RuleMiner.html @@ -531,7 +531,7 @@

    Source code for PAMI.AssociationRules.basic.RuleMiner

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Association rule mining process will start from here diff --git a/docs/html/_modules/PAMI/correlatedPattern/basic/CoMine.html b/docs/html/_modules/PAMI/correlatedPattern/basic/CoMine.html index 42b7725d..e7572f94 100644 --- a/docs/html/_modules/PAMI/correlatedPattern/basic/CoMine.html +++ b/docs/html/_modules/PAMI/correlatedPattern/basic/CoMine.html @@ -662,7 +662,7 @@

    Source code for PAMI.correlatedPattern.basic.CoMine

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main method to start diff --git a/docs/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html b/docs/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html index 5135ae5d..acfde91c 100644 --- a/docs/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html +++ b/docs/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html @@ -668,7 +668,7 @@

    Source code for PAMI.correlatedPattern.basic.CoMinePlus

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation diff --git a/docs/html/_modules/PAMI/coveragePattern/basic/CMine.html b/docs/html/_modules/PAMI/coveragePattern/basic/CMine.html index 6a229d39..c34c41d1 100644 --- a/docs/html/_modules/PAMI/coveragePattern/basic/CMine.html +++ b/docs/html/_modules/PAMI/coveragePattern/basic/CMine.html @@ -408,7 +408,7 @@

    Source code for PAMI.coveragePattern.basic.CMine

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method to start """ diff --git a/docs/html/_modules/PAMI/coveragePattern/basic/CPPG.html b/docs/html/_modules/PAMI/coveragePattern/basic/CPPG.html index 91e7b57f..598c4188 100644 --- a/docs/html/_modules/PAMI/coveragePattern/basic/CPPG.html +++ b/docs/html/_modules/PAMI/coveragePattern/basic/CPPG.html @@ -452,7 +452,7 @@

    Source code for PAMI.coveragePattern.basic.CPPG

    <
    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from this function """ diff --git a/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html b/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html index 6643dcd5..82555a8d 100644 --- a/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html +++ b/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html @@ -396,7 +396,7 @@

    Source code for PAMI.faultTolerantFrequentPattern.basic.FTApriori

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fault-tolerant frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html b/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html index 867e0fbb..62117338 100644 --- a/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html +++ b/docs/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html @@ -650,7 +650,7 @@

    Source code for PAMI.faultTolerantFrequentPattern.basic.FTFPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/Apriori.html b/docs/html/_modules/PAMI/frequentPattern/basic/Apriori.html index 4559e401..0c51f2ee 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/Apriori.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/Apriori.html @@ -324,7 +324,7 @@

    Source code for PAMI.frequentPattern.basic.Apriori

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/AprioriOLD.html b/docs/html/_modules/PAMI/frequentPattern/basic/AprioriOLD.html index 5a65cba7..bd36988b 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/AprioriOLD.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/AprioriOLD.html @@ -372,7 +372,7 @@

    Source code for PAMI.frequentPattern.basic.AprioriOLD

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/ECLAT.html b/docs/html/_modules/PAMI/frequentPattern/basic/ECLAT.html index 29a3bdef..ee23441f 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/ECLAT.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/ECLAT.html @@ -374,7 +374,7 @@

    Source code for PAMI.frequentPattern.basic.ECLAT

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html b/docs/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html index 43f0ff4f..5d869aff 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html @@ -370,7 +370,7 @@

    Source code for PAMI.frequentPattern.basic.ECLATDiffset

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html b/docs/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html index bcd8dedb..dbc0329a 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html @@ -421,7 +421,7 @@

    Source code for PAMI.frequentPattern.basic.ECLATbitset

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html b/docs/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html index c1f2f176..6eef19f1 100644 --- a/docs/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html +++ b/docs/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html @@ -629,7 +629,7 @@

    Source code for PAMI.frequentPattern.basic.FPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation diff --git a/docs/html/_modules/PAMI/frequentPattern/closed/CHARM.html b/docs/html/_modules/PAMI/frequentPattern/closed/CHARM.html index a2df626e..130082d5 100644 --- a/docs/html/_modules/PAMI/frequentPattern/closed/CHARM.html +++ b/docs/html/_modules/PAMI/frequentPattern/closed/CHARM.html @@ -514,7 +514,7 @@

    Source code for PAMI.frequentPattern.closed.CHARM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from here by extracting the frequent patterns from the database. It performs prefix diff --git a/docs/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html b/docs/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html index 6c98b928..b9087cec 100644 --- a/docs/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html +++ b/docs/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html @@ -743,7 +743,7 @@

    Source code for PAMI.frequentPattern.maximal.MaxFPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html index 9254a7e2..f1513315 100644 --- a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html +++ b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html @@ -481,7 +481,7 @@

    Source code for PAMI.frequentPattern.pyspark.parallelApriori

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html index e8e298f7..c96c74c7 100644 --- a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html +++ b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html @@ -416,7 +416,7 @@

    Source code for PAMI.frequentPattern.pyspark.parallelECLAT

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html index db0aacb0..6f4f2d2f 100644 --- a/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html +++ b/docs/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html @@ -375,7 +375,7 @@

    Source code for PAMI.frequentPattern.pyspark.parallelFPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/frequentPattern/topk/FAE.html b/docs/html/_modules/PAMI/frequentPattern/topk/FAE.html index 51c84f87..9b884678 100644 --- a/docs/html/_modules/PAMI/frequentPattern/topk/FAE.html +++ b/docs/html/_modules/PAMI/frequentPattern/topk/FAE.html @@ -416,7 +416,7 @@

    Source code for PAMI.frequentPattern.topk.FAE

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main function of the program diff --git a/docs/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html b/docs/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html index 2357ba3a..b0db4fe8 100644 --- a/docs/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html +++ b/docs/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html @@ -574,7 +574,7 @@

    Source code for PAMI.fuzzyCorrelatedPattern.basic.FCPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will startTime from here diff --git a/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html b/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html index fa5e338c..90d5a040 100644 --- a/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html +++ b/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html @@ -499,7 +499,7 @@

    Source code for PAMI.fuzzyFrequentPattern.basic.FFIMiner

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html b/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html index e9f9459e..d7e92dc1 100644 --- a/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html +++ b/docs/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html @@ -598,7 +598,7 @@

    Source code for PAMI.fuzzyFrequentPattern.basic.FFIMiner_old

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html b/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html index 0c567038..80495fb6 100644 --- a/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html +++ b/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html @@ -530,7 +530,7 @@

    Source code for PAMI.fuzzyGeoreferencedFrequentPattern.basic.FFSPMiner

    <
    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html b/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html index b46b3e1a..702ebd94 100644 --- a/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html +++ b/docs/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html @@ -556,7 +556,7 @@

    Source code for PAMI.fuzzyGeoreferencedFrequentPattern.basic.FFSPMiner_old [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html b/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html index 43c198a2..08168809 100644 --- a/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html +++ b/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html @@ -523,7 +523,7 @@

    Source code for PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.basic.FGPFPMi
    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html b/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html index 84e420d0..15fca1b6 100644 --- a/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html +++ b/docs/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html @@ -572,7 +572,7 @@

    Source code for PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.basic.FGPFPMi
    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html b/docs/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html index e0097649..08ee6c88 100644 --- a/docs/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html +++ b/docs/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html @@ -509,7 +509,7 @@

    Source code for PAMI.fuzzyPartialPeriodicPatterns.basic.F3PMiner

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ fuzzy-Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html b/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html index 2e2738ff..65688ca8 100644 --- a/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html +++ b/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html @@ -521,7 +521,7 @@

    Source code for PAMI.fuzzyPeriodicFrequentPattern.basic.FPFPMiner

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fuzzy periodic Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html b/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html index c5727788..df7f78d6 100644 --- a/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html +++ b/docs/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html @@ -554,7 +554,7 @@

    Source code for PAMI.fuzzyPeriodicFrequentPattern.basic.FPFPMiner_old

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Fuzzy periodic Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html b/docs/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html index 8623a81e..8e15fd43 100644 --- a/docs/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html +++ b/docs/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html @@ -539,7 +539,7 @@

    Source code for PAMI.geoReferencedPeriodicFrequentPattern.basic.GPFPMiner [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html b/docs/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html index d1f8e75a..da266ae6 100644 --- a/docs/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html +++ b/docs/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html @@ -507,7 +507,7 @@

    Source code for PAMI.georeferencedFrequentPattern.basic.SpatialECLAT

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html b/docs/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html index c1fb283b..a3e15e4e 100644 --- a/docs/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html +++ b/docs/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html @@ -525,7 +525,7 @@

    Source code for PAMI.georeferencedPartialPeriodicPattern.basic.STEclat

    <
    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html b/docs/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html index f404d66d..807c54f6 100644 --- a/docs/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html +++ b/docs/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html @@ -652,7 +652,7 @@

    Source code for PAMI.highUtilityFrequentPattern.basic.HUFIM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ High Utility Frequent Pattern mining start here diff --git a/docs/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html b/docs/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html index e8387bb7..007bb59e 100644 --- a/docs/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html +++ b/docs/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html @@ -628,7 +628,7 @@

    Source code for PAMI.highUtilityGeoreferencedFrequentPattern.basic.SHUFIM [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ High Utility Frequent Pattern mining start here @@ -1213,7 +1213,7 @@

    Source code for PAMI.highUtilityGeoreferencedFrequentPattern.basic.SHUFIM# _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5], _ab._sys.argv[6]) # if len(_ab._sys.argv) == 6: # _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5]) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Frequent Patterns:", len(_ap.getPatterns())) # _ap.save(_ab._sys.argv[2]) diff --git a/docs/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html b/docs/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html index 5b803965..88f77eed 100644 --- a/docs/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html +++ b/docs/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html @@ -590,7 +590,7 @@

    Source code for PAMI.highUtilityPattern.basic.EFIM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Start the EFIM algorithm. diff --git a/docs/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html b/docs/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html index 34114f4f..fb8eeb23 100644 --- a/docs/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html +++ b/docs/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html @@ -449,7 +449,7 @@

    Source code for PAMI.highUtilityPattern.basic.HMiner

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main program to start the operation diff --git a/docs/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html b/docs/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html index 47adfd75..bdb4f74c 100644 --- a/docs/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html +++ b/docs/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html @@ -610,7 +610,7 @@

    Source code for PAMI.highUtilityPattern.basic.UPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from here diff --git a/docs/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html b/docs/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html index f6640e19..921c1097 100644 --- a/docs/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html +++ b/docs/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html @@ -545,7 +545,7 @@

    Source code for PAMI.highUtilityPattern.basic.efimParallel

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -706,7 +706,7 @@

    Source code for PAMI.highUtilityPattern.basic.efimParallel

    # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) diff --git a/docs/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html b/docs/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html index 3e3a36d6..2d25af08 100644 --- a/docs/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html +++ b/docs/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html @@ -484,7 +484,7 @@

    Source code for PAMI.highUtilityPattern.parallel.efimparallel

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -649,7 +649,7 @@

    Source code for PAMI.highUtilityPattern.parallel.efimparallel

    # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) diff --git a/docs/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html b/docs/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html index 1e0abcd8..68777ef6 100644 --- a/docs/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html +++ b/docs/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html @@ -169,7 +169,7 @@

    Source code for PAMI.highUtilitySpatialPattern.abstract

    :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html b/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html index fa87de8c..03c5ffb8 100644 --- a/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html +++ b/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html @@ -424,7 +424,7 @@

    Source code for PAMI.highUtilitySpatialPattern.basic.HDSHUIM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html b/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html index 651f708e..e7832b60 100644 --- a/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html +++ b/docs/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html @@ -562,7 +562,7 @@

    Source code for PAMI.highUtilitySpatialPattern.basic.SHUIM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html b/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html index 46d94c30..10458239 100644 --- a/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html +++ b/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html @@ -569,7 +569,7 @@

    Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main function of the program. @@ -1187,7 +1187,7 @@

    Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

    # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4]), sys.argv[5]) # if len(sys.argv) == 5: # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4])) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Top K Spatial High Utility Patterns:", len(_ap.getPatterns())) # _ap.save(sys.argv[2]) @@ -1198,7 +1198,7 @@

    Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

    # for i in [1000, 5000]: # _ap = TKSHUIM('/Users/Likhitha/Downloads/mushroom_main_2000.txt', # '/Users/Likhitha/Downloads/mushroom_neighbors_2000.txt', i, ' ') - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) # print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html b/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html index 3aa85bce..76479150 100644 --- a/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html +++ b/docs/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html @@ -168,7 +168,7 @@

    Source code for PAMI.highUtilitySpatialPattern.topk.abstract

    :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html index 0e0754fb..d034817c 100644 --- a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html +++ b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html @@ -880,7 +880,7 @@

    Source code for PAMI.localPeriodicPattern.basic.LPPGrowth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. diff --git a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html index 3ba1d796..0f74a993 100644 --- a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html +++ b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html @@ -571,7 +571,7 @@

    Source code for PAMI.localPeriodicPattern.basic.LPPMBreadth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. diff --git a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html index 2fc36508..d539de23 100644 --- a/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html +++ b/docs/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html @@ -542,7 +542,7 @@

    Source code for PAMI.localPeriodicPattern.basic.LPPMDepth

    [docs] - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. This function calls createTSlist and generateLPP. diff --git a/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html b/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html index 3a5e30c6..7861acc8 100644 --- a/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html +++ b/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro # # obj = alg.basic(iFile, mIS) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -387,7 +387,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -431,7 +431,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro obj = alg.basic(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -643,7 +643,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro
    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html b/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html index 70f71ce8..d82a97c0 100644 --- a/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html +++ b/docs/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html @@ -345,7 +345,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -389,7 +389,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro obj = alg.CFPGrowthPlus(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -598,7 +598,7 @@

    Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro
    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ main program to start the operation diff --git a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/GPFgrowth.html b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/GPFgrowth.html index 0df2e4cb..3c09e3cb 100644 --- a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/GPFgrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/GPFgrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth

    # # obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR) # -# obj.startMine() +# obj.mine() # # partialPeriodicFrequentPatterns = obj.getPatterns() # @@ -693,7 +693,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -724,7 +724,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth

    obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR) - obj.startMine() + obj.mine() partialPeriodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/PPF_DFS.html b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/PPF_DFS.html index e1a939db..592ab3cb 100644 --- a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/PPF_DFS.html +++ b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/PPF_DFS.html @@ -104,7 +104,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS

    # # obj = alg.PPF_DFS(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -214,7 +214,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS

    save prefix pattern with support and periodic ratio Generation(prefix, itemsets, tidsets) Userd to implement prefix class equibalence method to generate the periodic patterns recursively - startMine() + mine() Mining process will start from here getPartialPeriodicPatterns() Complete set of patterns will be retrieved with this function @@ -245,7 +245,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS

    obj = alg.PPF_DFS(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html index 65b6724e..423d278b 100644 --- a/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html +++ b/docs/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html @@ -137,7 +137,7 @@

    Source code for PAMI.partialPeriodicFrequentPattern.basic.abstract

    To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html index 1f54ce7a..edcd6dd5 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html @@ -103,7 +103,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

    # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -438,7 +438,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -461,7 +461,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

    by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -482,7 +482,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

    obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html index 6859bb70..9d59f045 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

    # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -449,7 +449,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -472,7 +472,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

    by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -497,7 +497,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

    obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -679,7 +679,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree. diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html index 3af9dd3d..3c1cb3ad 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html @@ -103,7 +103,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

    # # obj = alg.PPP_ECLAT(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -219,7 +219,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -262,7 +262,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

    obj = alg.PPP_ECLAT(iFile, minPS,period) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -479,7 +479,7 @@

    Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program start with extracting the periodic frequent items from the database and diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html b/docs/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html index f817d123..aaef53fb 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html @@ -103,7 +103,7 @@

    Source code for PAMI.partialPeriodicPattern.closed.PPPClose

    # # obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -223,7 +223,7 @@

    Source code for PAMI.partialPeriodicPattern.closed.PPPClose

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -260,7 +260,7 @@

    Source code for PAMI.partialPeriodicPattern.closed.PPPClose

    obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -548,7 +548,7 @@

    Source code for PAMI.partialPeriodicPattern.closed.PPPClose

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html b/docs/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html index 62b298cc..0f6b6dc4 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html @@ -107,7 +107,7 @@

    Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

    # # obj = alg.ThreePGrowth(iFile, periodicSupport, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.partialPeriodicPatterns() # @@ -554,7 +554,7 @@

    Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

    :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -576,7 +576,7 @@

    Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

    update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -595,7 +595,7 @@

    Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

    obj = alg.ThreePGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.partialPeriodicPatterns() diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html b/docs/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html index afb82c12..1a91b264 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html @@ -102,7 +102,7 @@

    Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

    # # obj = alg.parallel3PGrowth(iFile, minPS, period,numWorkers) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -516,7 +516,7 @@

    Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -539,7 +539,7 @@

    Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

    by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -563,7 +563,7 @@

    Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

    obj = alg.4PGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -611,7 +611,7 @@

    Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main method where the patterns are mined by constructing tree. diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html b/docs/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html index 740a9d1a..9b071d12 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html @@ -162,7 +162,7 @@

    Source code for PAMI.partialPeriodicPattern.topk.abstract

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/docs/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html b/docs/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html index 74d982c3..6162e1f4 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html +++ b/docs/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html @@ -105,7 +105,7 @@

    Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

    # # obj = alg.k3PMiner(iFile, k, periodicity) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -207,7 +207,7 @@

    Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -252,7 +252,7 @@

    Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

    obj = alg.Topk_PPPGrowth(iFile, k, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -496,7 +496,7 @@

    Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program diff --git a/docs/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html b/docs/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html index 53224e73..20f3e044 100644 --- a/docs/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html +++ b/docs/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

    # # obj = alg.PPGrowth(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -466,7 +466,7 @@

    Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -511,7 +511,7 @@

    Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

    obj = alg.PPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -714,7 +714,7 @@

    Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html b/docs/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html index dee2d6ea..b1ec40ec 100644 --- a/docs/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html +++ b/docs/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

    # # obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) # -# obj.startMine() +# obj.mine() # # periodicCorrelatedPatterns = obj.getPatterns() # @@ -482,7 +482,7 @@

    Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -523,7 +523,7 @@

    Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

    obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) - obj.startMine() + obj.mine() periodicCorrelatedPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html index f52a3b69..382b26dc 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html @@ -105,7 +105,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

    # # obj = alg.PFECLAT("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -223,7 +223,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -271,7 +271,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

    obj = alg.PFECLAT("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -441,7 +441,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html index 7b5fe075..c3db0df9 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

    # # obj = alg.PFPGrowth(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -474,7 +474,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -657,7 +657,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function @@ -876,7 +876,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

    obj = alg.PFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html index dbad31f7..f0e7c9d6 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html @@ -105,7 +105,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

    # # obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -441,7 +441,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -465,7 +465,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

    update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program @@ -493,7 +493,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

    obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html index 796b59f5..a9bd10b2 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html @@ -104,7 +104,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPMC

    # # obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -222,7 +222,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPMC

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -268,7 +268,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PFPMC

    obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html index 8f30a6d5..0d64574c 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

    # # obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -738,7 +738,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -784,7 +784,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

    obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -940,7 +940,7 @@

    Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html b/docs/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html index 4f543f07..c682decb 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html @@ -105,7 +105,7 @@

    Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

    # # obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -210,7 +210,7 @@

    Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -250,7 +250,7 @@

    Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

    obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -543,7 +543,7 @@

    Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html b/docs/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html index 42b81b5f..cca3ec30 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html @@ -101,7 +101,7 @@

    Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

    # # obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -549,7 +549,7 @@

    Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -571,7 +571,7 @@

    Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

    update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -598,7 +598,7 @@

    Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

    obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -782,7 +782,7 @@

    Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html b/docs/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html index badd8180..546ca942 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html @@ -102,7 +102,7 @@

    Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

    < # # obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, noWorkers) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -505,7 +505,7 @@

    Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

    < :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -557,7 +557,7 @@

    Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

    < obj = alg.parallelPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -775,7 +775,7 @@

    Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

    <
    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html b/docs/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html index 245975ac..43956e50 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html @@ -102,7 +102,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

    # # obj = alg.TopkPFPGrowth(iFile, k, maxPer,oFile) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -194,7 +194,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -239,7 +239,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

    obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -477,7 +477,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program diff --git a/docs/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html b/docs/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html index 4a6217cd..a2205b36 100644 --- a/docs/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html +++ b/docs/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html @@ -102,7 +102,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

    # # obj = alg.kPFPMiner(iFile, k) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -195,7 +195,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -241,7 +241,7 @@

    Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

    obj = alg.kPFPMiner(iFile, k) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html b/docs/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html index 07405234..b7e4ea92 100644 --- a/docs/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html +++ b/docs/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html @@ -103,7 +103,7 @@

    Source code for PAMI.recurringPattern.basic.RPGrowth

    # # obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -487,7 +487,7 @@

    Source code for PAMI.recurringPattern.basic.RPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -536,7 +536,7 @@

    Source code for PAMI.recurringPattern.basic.RPGrowth

    obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -723,7 +723,7 @@

    Source code for PAMI.recurringPattern.basic.RPGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function diff --git a/docs/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html b/docs/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html index bcdb20f9..568a1c2e 100644 --- a/docs/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html +++ b/docs/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

    # # obj = alg.RSFPGrowth(iFile, minSup, __minRatio) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -406,7 +406,7 @@

    Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -460,7 +460,7 @@

    Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

    obj = alg.RSFPGrowth(iFile, minSup, __minRatio) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -701,7 +701,7 @@

    Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program to start the operation diff --git a/docs/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html b/docs/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html index f8ba76f4..52c2fcd7 100644 --- a/docs/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html +++ b/docs/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html @@ -104,7 +104,7 @@

    Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

    # # obj = alg.RHUIM("input.txt", 35, 20) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -455,7 +455,7 @@

    Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -511,7 +511,7 @@

    Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

    obj=alg.RHUIM("input.txt", 35, 20) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPADE.html b/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPADE.html index 9bf448f9..1da3f193 100644 --- a/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPADE.html +++ b/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPADE.html @@ -107,7 +107,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPADE

    # # obj = alg.SPADE(iFile, minSup) # -# obj.startMine() +# obj.mine() # # sequentialPatternMining = obj.getPatterns() # @@ -213,7 +213,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPADE

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -256,7 +256,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPADE

    obj = alg.SPADE(iFile, minSup) - obj.startMine() + obj.mine() sequentialPatternMining = obj.getPatterns() @@ -862,7 +862,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPADE

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPAM.html b/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPAM.html index 31e7936f..ec4fca8d 100644 --- a/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPAM.html +++ b/docs/html/_modules/PAMI/sequentialPatternMining/basic/SPAM.html @@ -105,7 +105,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPAM

    # # obj = alg.SPAM(iFile, minSup) # -# obj.startMine() +# obj.mine() # # sequentialPatternMining = obj.getPatterns() # @@ -219,7 +219,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPAM

    the main algorithm of spam. This can search sstep and istep items and find next patterns, its sstep, and its istep. And call this function again by using them. Recursion until there are no more items available for exploration. Sstep(s): To convert bit to ssteo bit.The first time you get 1, you set it to 0 and subsequent ones to 1.(like 010101=>001111, 00001001=>00000111) - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -261,7 +261,7 @@

    Source code for PAMI.sequentialPatternMining.basic.SPAM

    obj = alg.SPAM(iFile, minSup) - obj.startMine() + obj.mine() sequentialPatternMining = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/sequentialPatternMining/basic/prefixSpan.html b/docs/html/_modules/PAMI/sequentialPatternMining/basic/prefixSpan.html index 6bed393c..80e7b081 100644 --- a/docs/html/_modules/PAMI/sequentialPatternMining/basic/prefixSpan.html +++ b/docs/html/_modules/PAMI/sequentialPatternMining/basic/prefixSpan.html @@ -106,7 +106,7 @@

    Source code for PAMI.sequentialPatternMining.basic.prefixSpan

    # # obj = alg.prefixSpan(iFile, minSup,oFile,sep) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -207,7 +207,7 @@

    Source code for PAMI.sequentialPatternMining.basic.prefixSpan

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -251,7 +251,7 @@

    Source code for PAMI.sequentialPatternMining.basic.prefixSpan

    obj = alg.prefixSpan(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -625,7 +625,7 @@

    Source code for PAMI.sequentialPatternMining.basic.prefixSpan

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html index 08320530..c5da1ff5 100644 --- a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html +++ b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html @@ -106,7 +106,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

    # # obj = alg.SPPEclat("../basic/sampleTDB.txt", 5, 3, 3) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -231,7 +231,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -278,7 +278,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

    obj = alg.PFPECLAT("../basic/sampleTDB.txt", 5, 3, 3) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -448,7 +448,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Method to start the mining of patterns diff --git a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html index 4bf386af..bcd7a0f0 100644 --- a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html +++ b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html @@ -106,7 +106,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

    # # obj = alg.SPPGrowth(iFile, minSup, maxPer, maxLa) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -435,7 +435,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -483,7 +483,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

    obj = alg.topk(iFile, minSup, maxPer, maxLa) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html index 2221792a..376d9693 100644 --- a/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html +++ b/docs/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html @@ -104,7 +104,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

    # # obj = alg.TSPIN(iFile, maxPer, maxLa, k) # -# obj.startMine() +# obj.mine() # # stablePeriodicFrequentPatterns = obj.getPatterns() # @@ -471,7 +471,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -514,7 +514,7 @@

    Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

    obj = alg.TSPIN(iFile, maxPer, maxLa, k) - obj.startMine() + obj.mine() stablePeriodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/_modules/PAMI/subgraphMining/basic/gspan.html b/docs/html/_modules/PAMI/subgraphMining/basic/gspan.html index 2da87a57..d91cd04d 100644 --- a/docs/html/_modules/PAMI/subgraphMining/basic/gspan.html +++ b/docs/html/_modules/PAMI/subgraphMining/basic/gspan.html @@ -102,7 +102,7 @@

    Source code for PAMI.subgraphMining.basic.gspan

    < # # obj = alg.GSpan(iFile, minSupport) # -# obj.startMine() +# obj.mine() # # obj.run() # diff --git a/docs/html/_modules/PAMI/subgraphMining/topK/tkg.html b/docs/html/_modules/PAMI/subgraphMining/topK/tkg.html index 93e0d97a..1fa203da 100644 --- a/docs/html/_modules/PAMI/subgraphMining/topK/tkg.html +++ b/docs/html/_modules/PAMI/subgraphMining/topK/tkg.html @@ -98,7 +98,7 @@

    Source code for PAMI.subgraphMining.topK.tkg

    # obj = alg.TKG(iFile, k)
     
    -# obj.startMine()
    +# obj.mine()
     
     # frequentGraphs = obj.getKSubgraphs()
     
    diff --git a/docs/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html b/docs/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html
    index b3cfb6e1..51aab844 100644
    --- a/docs/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html
    +++ b/docs/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html
    @@ -104,7 +104,7 @@ 

    Source code for PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine

    # # obj = alg.VBFTMine(iFile, minSup, itemSup, minLength, faultTolerance) # -# obj.startMine() +# obj.mine() # # faultTolerantFrequentPattern = obj.getPatterns() # @@ -227,7 +227,7 @@

    Source code for PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine

    obj = alg.VBFTMine(iFile, minSup, itemSup, minLength, faultTolerance) - obj.startMine() + obj.mine() faultTolerantFrequentPattern = obj.getPatterns() @@ -391,7 +391,7 @@

    Source code for PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html index 6594e74f..9198ff60 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html @@ -104,7 +104,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

    # # obj = alg.CUFPTree(iFile, minSup,oFile,sep) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -463,7 +463,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -487,7 +487,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** @@ -516,7 +516,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

    obj = alg.CUFPTree(iFile, minSup)v - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -750,7 +750,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html index a9fc8e67..aef84c59 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html @@ -103,7 +103,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

    # # obj = alg.PUFGrowth(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -420,7 +420,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -444,7 +444,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** ----------------------------------------- @@ -458,7 +458,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import puf as alg obj = alg.PUFGrowth(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html index a36ed4d0..4e7737d3 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html @@ -103,7 +103,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TUFP

    # # obj = alg.TUFP(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -206,7 +206,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TUFP

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -230,7 +230,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TUFP

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** ----------------------------------------- @@ -244,7 +244,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TUFP

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import TUFP as alg obj = alg.TUFP(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) @@ -593,7 +593,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TUFP

    print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html index 0a1187d1..5242ff3e 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html @@ -103,7 +103,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeP

    # # obj = alg.TUFP(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -206,7 +206,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeP

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -230,7 +230,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeP

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** ----------------------------------------- @@ -244,7 +244,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeP

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import TUFP as alg obj = alg.TUFP(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) @@ -595,7 +595,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeP

    print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeS.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeS.html index ed9fffad..eecdf7d9 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeS.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeS.html @@ -103,7 +103,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeS

    # # obj = alg.TubeS(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -476,7 +476,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeS

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -512,7 +512,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.TubeS

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import TubeS as alg obj = alg.TubeS(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UFGrowth.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UFGrowth.html index 73d5bcbe..2b3c8eae 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UFGrowth.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UFGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UFGrowth

    # # obj = alg.UFGrowth(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -374,7 +374,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UFGrowth

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -398,7 +398,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UFGrowth

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** ---------------------------------------- @@ -412,7 +412,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UFGrowth

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import UFGrowth as alg obj = alg.UFGrowth(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) diff --git a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UVECLAT.html b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UVECLAT.html index 3bf101c9..70fabff0 100644 --- a/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UVECLAT.html +++ b/docs/html/_modules/PAMI/uncertainFrequentPattern/basic/UVECLAT.html @@ -104,7 +104,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UVECLAT

    # # obj = alg.UVEclat(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -208,7 +208,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UVECLAT

    finalPatterns : dict To store the complete patterns :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -238,7 +238,7 @@

    Source code for PAMI.uncertainFrequentPattern.basic.UVECLAT

    .. code-block:: python from PAMI.uncertainFrequentPattern.basic import UVECLAT as alg obj = alg.UVEclat(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() print("Total number of Frequent Patterns:", len(frequentPatterns)) obj.save(oFile) diff --git a/docs/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html b/docs/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html index f78ea7a6..4143f0a1 100644 --- a/docs/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html +++ b/docs/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html @@ -104,7 +104,7 @@

    Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth# # obj = alg.GFPGrowth(iFile, nFile, minSup,sep, oFile) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -466,7 +466,7 @@

    Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -490,7 +490,7 @@

    Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Executing the code on terminal**: @@ -518,7 +518,7 @@

    Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth obj = alg.GFPGrowth(iFile, nFile, minSup) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -794,7 +794,7 @@

    Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html b/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html index 9a82a15c..397fd401 100644 --- a/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html +++ b/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html @@ -520,7 +520,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth

    < :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -572,7 +572,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth

    < obj = alg.UPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -834,7 +834,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth

    <
    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns diff --git a/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html b/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html index d48d283a..f2d992a8 100644 --- a/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html +++ b/docs/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html @@ -104,7 +104,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus# # obj = alg.UPFPGrowthPlus(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -562,7 +562,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -613,7 +613,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus obj = alg.UPFPGrowthPlus(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -854,7 +854,7 @@

    Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/docs/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html b/docs/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html index e38606b5..5c48c9af 100644 --- a/docs/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html +++ b/docs/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html @@ -103,7 +103,7 @@

    Source code for PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth# # obj = alg.SWFPGrowth(iFile, wFile, nFile, minSup, minWeight, sep) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -477,7 +477,7 @@

    Source code for PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth :Methods : - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -521,7 +521,7 @@

    Source code for PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth obj = alg.SWFPGrowth(iFile, wFile, nFile, minSup, minWeight, seperator) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -734,7 +734,7 @@

    Source code for PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html b/docs/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html index f1283dfc..be341bee 100644 --- a/docs/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html +++ b/docs/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html @@ -106,7 +106,7 @@

    Source code for PAMI.weightedFrequentPattern.basic.WFIM

    # # obj = alg.basic(iFile, wFile, minSup, minWeight) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -394,7 +394,7 @@

    Source code for PAMI.weightedFrequentPattern.basic.WFIM

    :Methods : - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -438,7 +438,7 @@

    Source code for PAMI.weightedFrequentPattern.basic.WFIM

    obj = alg.basic(iFile, wFile, minSup, minWeight) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -649,7 +649,7 @@

    Source code for PAMI.weightedFrequentPattern.basic.WFIM

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html b/docs/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html index 2b02821d..322a7d48 100644 --- a/docs/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html +++ b/docs/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html @@ -105,7 +105,7 @@

    Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

    # # obj = alg.WFRIMiner(iFile, WS, regularity) # -# obj.startMine() +# obj.mine() # # weightedFrequentRegularPatterns = obj.getPatterns() # @@ -475,7 +475,7 @@

    Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -519,7 +519,7 @@

    Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

    obj = alg.WFRIMiner(iFile, WS, regularity) - obj.startMine() + obj.mine() weightedFrequentRegularPatterns = obj.getPatterns() @@ -750,7 +750,7 @@

    Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/docs/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html b/docs/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html index da869312..3b993aaa 100644 --- a/docs/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html +++ b/docs/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html @@ -104,7 +104,7 @@

    Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

    # # obj = alg.basic(iFile, wFile, minSup, sep) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -463,7 +463,7 @@

    Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

    :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -487,7 +487,7 @@

    Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

    After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function **Methods to execute code on terminal** @@ -515,7 +515,7 @@

    Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

    obj = alg.basic(iFile, wFile, expSup, expWSup) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -789,10 +789,10 @@

    Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

    [docs] - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ - startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. + mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. """ global _expSup, _expWSup, _weights, _finalPatterns self._startTime = _ab._time.time() diff --git a/docs/html/fuzzyGeoreferencedPeriodicFrequentPatternbasicFGPFPMiner.html b/docs/html/fuzzyGeoreferencedPeriodicFrequentPatternbasicFGPFPMiner.html index 3ecad267..995873b9 100644 --- a/docs/html/fuzzyGeoreferencedPeriodicFrequentPatternbasicFGPFPMiner.html +++ b/docs/html/fuzzyGeoreferencedPeriodicFrequentPatternbasicFGPFPMiner.html @@ -346,8 +346,8 @@

    Credits: -
    -startMine()[source]
    +
    +mine()[source]

    Frequent pattern mining process will start from here

    diff --git a/docs/html/genindex.html b/docs/html/genindex.html index 73b5f9a5..74e268d1 100644 --- a/docs/html/genindex.html +++ b/docs/html/genindex.html @@ -7047,7 +7047,7 @@

    S

  • (PAMI.extras.fuzzyTransformation.transactionalToFuzzy.transactionalToFuzzy method)
  • -
  • startMine() (PAMI.AssociationRules.basic.ARWithConfidence.ARWithConfidence method) +
  • mine() (PAMI.AssociationRules.basic.ARWithConfidence.ARWithConfidence method)
    • (PAMI.AssociationRules.basic.ARWithLeverage.ARWithLeverage method) diff --git a/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html b/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html index 391bc907..aec00a14 100644 --- a/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html +++ b/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html @@ -153,7 +153,7 @@
  • Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html b/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html index bbb6a47e..267664aa 100644 --- a/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html +++ b/docs/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html @@ -152,7 +152,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/partialPeriodicFrequentPatternbasicGPFgrowth.html b/docs/html/partialPeriodicFrequentPatternbasicGPFgrowth.html index c5e1b32b..94f56205 100644 --- a/docs/html/partialPeriodicFrequentPatternbasicGPFgrowth.html +++ b/docs/html/partialPeriodicFrequentPatternbasicGPFgrowth.html @@ -167,7 +167,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -205,7 +205,7 @@

    Sample run of the importing code:

    from PAMI.partialPeriodicFrequentPattern.basic import GPFgrowth as alg

    obj = alg.GPFgrowth(inputFile, outputFile, minSup, maxPer, minPR)

    -

    obj.startMine()

    +

    obj.mine()

    partialPeriodicFrequentPatterns = obj.getPatterns()

    print(“Total number of partial periodic Patterns:”, len(partialPeriodicFrequentPatterns))

    obj.save(oFile)

    diff --git a/docs/html/partialPeriodicFrequentPatternbasicPPF_DFS.html b/docs/html/partialPeriodicFrequentPatternbasicPPF_DFS.html index a1df139a..cab08d79 100644 --- a/docs/html/partialPeriodicFrequentPatternbasicPPF_DFS.html +++ b/docs/html/partialPeriodicFrequentPatternbasicPPF_DFS.html @@ -186,7 +186,7 @@

    Generation(prefix, itemsets, tidsets)

    Userd to implement prefix class equibalence method to generate the periodic patterns recursively

    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPartialPeriodicPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -224,7 +224,7 @@

    Sample run of the importing code:

    from PAMI.partialPeriodicFrequentpattern.basic import PPF_DFS as alg

    obj = alg.PPF_DFS(iFile, minSup)

    -

    obj.startMine()

    +

    obj.mine()

    frequentPatterns = obj.getPatterns()

    print(“Total number of Frequent Patterns:”, len(frequentPatterns))

    obj.save(oFile)

    diff --git a/docs/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html b/docs/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html index 3b054af8..6d277c69 100644 --- a/docs/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html +++ b/docs/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html @@ -178,7 +178,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -222,7 +222,7 @@

    Sample run of importing the code:

    from PAMI.periodicFrequentPattern.basic import PPGrowth as alg

    obj = alg.PPGrowth(iFile, minSup, maxPer)

    -

    obj.startMine()

    +

    obj.mine()

    periodicFrequentPatterns = obj.getPatterns()

    print(“Total number of Periodic Frequent Patterns:”, len(periodicFrequentPatterns))

    obj.save(oFile)

    diff --git a/docs/html/partialPeriodicPatternbasicGThreePGrowth.html b/docs/html/partialPeriodicPatternbasicGThreePGrowth.html index e6c61ca1..fea6bd92 100644 --- a/docs/html/partialPeriodicPatternbasicGThreePGrowth.html +++ b/docs/html/partialPeriodicPatternbasicGThreePGrowth.html @@ -189,7 +189,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -212,7 +212,7 @@
    buildTree()

    constrcuts the main tree by setting the root node as null

    -
    startMine()

    main program to mine the partial periodic patterns

    +
    mine()

    main program to mine the partial periodic patterns

    diff --git a/docs/html/partialPeriodicPatternbasicPPPGrowth.html b/docs/html/partialPeriodicPatternbasicPPPGrowth.html index b02042a2..be1b296d 100644 --- a/docs/html/partialPeriodicPatternbasicPPPGrowth.html +++ b/docs/html/partialPeriodicPatternbasicPPPGrowth.html @@ -189,7 +189,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -212,7 +212,7 @@
    buildTree()

    constrcuts the main tree by setting the root node as null

    -
    startMine()

    main program to mine the partial periodic patterns

    +
    mine()

    main program to mine the partial periodic patterns

    diff --git a/docs/html/partialPeriodicPatternbasicPPP_ECLAT.html b/docs/html/partialPeriodicPatternbasicPPP_ECLAT.html index 266765e6..9b09c062 100644 --- a/docs/html/partialPeriodicPatternbasicPPP_ECLAT.html +++ b/docs/html/partialPeriodicPatternbasicPPP_ECLAT.html @@ -191,7 +191,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -234,7 +234,7 @@

    Sample run of importing the code:

    from PAMI.periodicFrequentPattern.basic import PPP_ECLAT as alg

    obj = alg.PPP_ECLAT(iFile, minPS,period)

    -

    obj.startMine()

    +

    obj.mine()

    Patterns = obj.getPatterns()

    print(“Total number of partial periodic patterns:”, len(Patterns))

    obj.save(oFile)

    diff --git a/docs/html/partialPeriodicPatternclosedPPPClose.html b/docs/html/partialPeriodicPatternclosedPPPClose.html index 06e25f90..393242e6 100644 --- a/docs/html/partialPeriodicPatternclosedPPPClose.html +++ b/docs/html/partialPeriodicPatternclosedPPPClose.html @@ -188,7 +188,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -223,7 +223,7 @@

    Sample run of the imported code:obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") -obj.startMine() +obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -346,8 +346,8 @@

    Credits: -
    -startMine()[source]
    +
    +mine()[source]

    Mining process will start from here

    diff --git a/docs/html/partialPeriodicPatternmaximalMax3PGrowth.html b/docs/html/partialPeriodicPatternmaximalMax3PGrowth.html index efde7836..0fc4650f 100644 --- a/docs/html/partialPeriodicPatternmaximalMax3PGrowth.html +++ b/docs/html/partialPeriodicPatternmaximalMax3PGrowth.html @@ -198,7 +198,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -220,7 +220,7 @@
    buildTree()

    after updating the Databases ar added into the tree by setting root node as null

    -
    startMine()

    the main method to run the program

    +
    mine()

    the main method to run the program

    diff --git a/docs/html/partialPeriodicPatterntopkk3PMiner.html b/docs/html/partialPeriodicPatterntopkk3PMiner.html index 1f1426a2..773cc462 100644 --- a/docs/html/partialPeriodicPatterntopkk3PMiner.html +++ b/docs/html/partialPeriodicPatterntopkk3PMiner.html @@ -174,7 +174,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -219,7 +219,7 @@

    Sample run of the importing code:

    import PAMI.partialPeriodicPattern.topk.k3PMiner as alg

    obj = alg.Topk_PPPGrowth(iFile, k, period)

    -

    obj.startMine()

    +

    obj.mine()

    partialPeriodicPatterns = obj.getPatterns()

    print(“Total number of top partial periodic Patterns:”, len(partialPeriodicPatterns))

    obj.save(oFile)

    diff --git a/docs/html/periodicCorrelatedPatternbasicEPCPGrowth.html b/docs/html/periodicCorrelatedPatternbasicEPCPGrowth.html index 124d48e9..60946917 100644 --- a/docs/html/periodicCorrelatedPatternbasicEPCPGrowth.html +++ b/docs/html/periodicCorrelatedPatternbasicEPCPGrowth.html @@ -180,7 +180,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternbasicPFECLAT.html b/docs/html/periodicFrequentPatternbasicPFECLAT.html index 3845492f..0e6803e5 100644 --- a/docs/html/periodicFrequentPatternbasicPFECLAT.html +++ b/docs/html/periodicFrequentPatternbasicPFECLAT.html @@ -196,7 +196,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternbasicPFPGrowth.html b/docs/html/periodicFrequentPatternbasicPFPGrowth.html index 802b4533..c05bbd9f 100644 --- a/docs/html/periodicFrequentPatternbasicPFPGrowth.html +++ b/docs/html/periodicFrequentPatternbasicPFPGrowth.html @@ -192,7 +192,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternbasicPFPGrowthPlus.html b/docs/html/periodicFrequentPatternbasicPFPGrowthPlus.html index 45e64bcb..1212f51e 100644 --- a/docs/html/periodicFrequentPatternbasicPFPGrowthPlus.html +++ b/docs/html/periodicFrequentPatternbasicPFPGrowthPlus.html @@ -203,7 +203,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -227,7 +227,7 @@
    buildTree()

    after updating the Databases ar added into the tree by setting root node as null

    -
    startMine()

    the main method to run the program

    +
    mine()

    the main method to run the program

    diff --git a/docs/html/periodicFrequentPatternbasicPFPMC.html b/docs/html/periodicFrequentPatternbasicPFPMC.html index 001b919d..fd2a749f 100644 --- a/docs/html/periodicFrequentPatternbasicPFPMC.html +++ b/docs/html/periodicFrequentPatternbasicPFPMC.html @@ -195,7 +195,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternbasicPSGrowth.html b/docs/html/periodicFrequentPatternbasicPSGrowth.html index 167356a7..9df37e86 100644 --- a/docs/html/periodicFrequentPatternbasicPSGrowth.html +++ b/docs/html/periodicFrequentPatternbasicPSGrowth.html @@ -236,7 +236,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternclosedCPFPMiner.html b/docs/html/periodicFrequentPatternclosedCPFPMiner.html index a0b75c20..cb0659e5 100644 --- a/docs/html/periodicFrequentPatternclosedCPFPMiner.html +++ b/docs/html/periodicFrequentPatternclosedCPFPMiner.html @@ -179,7 +179,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/periodicFrequentPatternmaximalMaxPFGrowth.html b/docs/html/periodicFrequentPatternmaximalMaxPFGrowth.html index 8b79b5df..bceebca9 100644 --- a/docs/html/periodicFrequentPatternmaximalMaxPFGrowth.html +++ b/docs/html/periodicFrequentPatternmaximalMaxPFGrowth.html @@ -190,7 +190,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -212,7 +212,7 @@
    buildTree()

    after updating the Databases ar added into the tree by setting root node as null

    -
    startMine()

    the main method to run the program

    +
    mine()

    the main method to run the program

    diff --git a/docs/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html b/docs/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html index 018ac20d..45ba7f0f 100644 --- a/docs/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html +++ b/docs/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html @@ -174,7 +174,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -217,7 +217,7 @@ obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/docs/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html b/docs/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html index 81a4cd10..5220f96d 100644 --- a/docs/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html +++ b/docs/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html @@ -170,7 +170,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/recurringPatternbasicRPGrowth.html b/docs/html/recurringPatternbasicRPGrowth.html index 57b803a6..ba53a4a3 100644 --- a/docs/html/recurringPatternbasicRPGrowth.html +++ b/docs/html/recurringPatternbasicRPGrowth.html @@ -190,7 +190,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/relativeFrequentPatternBasicRSFPGrowth.html b/docs/html/relativeFrequentPatternBasicRSFPGrowth.html index 13a0cc66..653e101b 100644 --- a/docs/html/relativeFrequentPatternBasicRSFPGrowth.html +++ b/docs/html/relativeFrequentPatternBasicRSFPGrowth.html @@ -178,7 +178,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/relativeHighUtilityPatternBasicRHUIM.html b/docs/html/relativeHighUtilityPatternBasicRHUIM.html index 2096f24d..de8fd0b7 100644 --- a/docs/html/relativeHighUtilityPatternBasicRHUIM.html +++ b/docs/html/relativeHighUtilityPatternBasicRHUIM.html @@ -188,7 +188,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/searchindex.js b/docs/html/searchindex.js index fa039bff..88913997 100644 --- a/docs/html/searchindex.js +++ b/docs/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {"**Sample run of the importing code:": [[114, "sample-run-of-the-importing-code"], [256, "sample-run-of-the-importing-code"]], "Apriori": [[172, "module-PAMI.frequentPattern.basic.Apriori"]], "Basic": [[3, "basic"], [7, "basic"], [164, "basic"], [167, "basic"], [170, "basic"], [185, "basic"], [190, "basic"], [192, "basic"], [194, "basic"], [196, "basic"], [197, "basic"], [201, "basic"], [203, "basic"], [205, "basic"], [207, "basic"], [213, "basic"], [214, "basic"], [219, "basic"], [222, "basic"], [225, "basic"], [232, "basic"], [234, "basic"], [238, "basic"], [245, "basic"], [247, "basic"], [257, "basic"], [260, "basic"], [263, "basic"], [264, "basic"], [273, "basic"], [283, "basic"], [284, "basic"], [289, "basic"], [292, "basic"], [294, "basic"], [296, "basic"]], "CFPGrowth": [[230, "module-PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGrowth"]], "CFPGrowthPlus": [[231, "module-PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGrowthPlus"]], "CHARM": [[191, "module-PAMI.frequentPattern.closed.CHARM"]], "CMine": [[165, "module-PAMI.coveragePattern.basic.CMine"]], "CPFPMiner": [[253, "module-PAMI.periodicFrequentPattern.closed.CPFPMiner"]], "CPPG": [[166, "module-PAMI.coveragePattern.basic.CPPG"]], "CUDA": [[185, "cuda"]], "CUFPTree": [[276, "module-PAMI.uncertainFrequentPattern.basic.CUFPTree"]], "Closed": [[185, "closed"]], "CoMine": [[162, "module-PAMI.correlatedPattern.basic.CoMine"]], "CoMinePlus": [[163, "module-PAMI.correlatedPattern.basic.CoMinePlus"]], "Contiguous Frequent Patterns": [[10, "contiguous-frequent-patterns"]], "Contiguous Patterns": [[161, "contiguous-patterns"]], "Correlated Pattern Mining": [[11, "correlated-pattern-mining"]], "Coverage Pattern Mining": [[12, "coverage-pattern-mining"]], "Credits:": [[5, "credits"], [8, "credits"], [32, "credits"], [32, "id3"], [32, "id6"], [34, "credits"], [34, "id3"], [36, "credits"], [36, "id3"], [40, "credits"], [49, "credits"], [50, "credits"], [50, "id1"], [50, "id2"], [50, "id3"], [50, "id4"], [50, "id5"], [50, "id6"], [50, "id7"], [53, "credits"], [53, "id1"], [55, "credits"], [55, "id3"], [55, "id6"], [55, "id9"], [55, "id12"], [55, "id15"], [56, "credits"], [58, "credits"], [59, "credits"], [59, "id3"], [59, "id6"], [60, "credits"], [62, "credits"], [64, "credits"], [64, "id3"], [66, "credits"], [66, "id3"], [68, "credits"], [68, "id3"], [70, "credits"], [72, "credits"], [72, "id3"], [74, "credits"], [76, "credits"], [79, "credits"], [81, "credits"], [83, "credits"], [85, "credits"], [85, "id3"], [85, "id6"], [85, "id8"], [89, "credits"], [89, "id3"], [90, "credits"], [92, "credits"], [92, "id3"], [92, "id6"], [94, "credits"], [94, "id3"], [96, "credits"], [96, "id3"], [98, "credits"], [98, "id3"], [98, "id5"], [99, "credits"], [100, "credits"], [101, 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"module-PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.basic.FGPFPMiner"]], "FPFPMiner": [[202, "module-PAMI.fuzzyPeriodicFrequentPattern.basic.FPFPMiner"]], "FPGrowth": [[176, "module-PAMI.frequentPattern.basic.FPGrowth"]], "FSPGrowth": [[209, "fspgrowth"]], "FTApriori": [[168, "module-PAMI.faultTolerantFrequentPattern.basic.FTApriori"]], "FTFPGrowth": [[169, "module-PAMI.faultTolerantFrequentPattern.basic.FTFPGrowth"]], "Fault-Tolerant Frequent Pattern Mining": [[13, "fault-tolerant-frequent-pattern-mining"]], "Frequent Pattern mining": [[171, "frequent-pattern-mining"]], "Frequent pattern With Multiple Minimum Support": [[0, "frequent-pattern-with-multiple-minimum-support"]], "Fuzzy Correlated Pattern Mining": [[15, "fuzzy-correlated-pattern-mining"]], "Fuzzy Frequent Pattern Mining": [[16, "fuzzy-frequent-pattern-mining"]], "Fuzzy Geo-referenced Frequent Pattern Mining": [[17, "fuzzy-geo-referenced-frequent-pattern-mining"]], "Fuzzy Geo-referenced Periodic Frequent Pattern Mining": [[18, "fuzzy-geo-referenced-periodic-frequent-pattern-mining"]], "Fuzzy Pattern Mining": [[200, "fuzzy-pattern-mining"]], "Fuzzy Periodic Frequent Pattern Mining": [[19, "fuzzy-periodic-frequent-pattern-mining"]], "GFPGrowth": [[285, "module-PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth"]], "GPFPMiner": [[208, "module-PAMI.geoReferencedPeriodicFrequentPattern.basic.GPFPMiner"]], "GPFgrowth": [[235, "module-PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth"]], "GThreePGrowth": [[239, "module-PAMI.partialPeriodicPattern.basic.GThreePGrowth"]], "Geo-referenced Frequent Pattern Mining": [[20, "geo-referenced-frequent-pattern-mining"]], "Geo-referenced Frequent Sequence Pattern mining": [[21, "geo-referenced-frequent-sequence-pattern-mining"]], "Geo-referenced Partial Periodic Pattern Mining": [[22, "geo-referenced-partial-periodic-pattern-mining"]], "Geo-referenced Pattern Mining": [[206, "geo-referenced-pattern-mining"]], "Geo-referenced Periodic Frequent Pattern Mining": [[23, "geo-referenced-periodic-frequent-pattern-mining"]], "HDSHUIM": [[220, "module-PAMI.highUtilitySpatialPattern.basic.HDSHUIM"]], "HMiner": [[217, "module-PAMI.highUtilityPattern.basic.HMiner"]], "HUFIM": [[212, "module-PAMI.highUtilityFrequentPattern.basic.HUFIM"]], "High-Utility Frequent Pattern Mining": [[24, "high-utility-frequent-pattern-mining"]], "High-Utility Geo-referenced Frequent Pattern Mining": [[25, "high-utility-geo-referenced-frequent-pattern-mining"]], "High-Utility Pattern mining": [[26, "high-utility-pattern-mining"]], "High-Utility Spatial Pattern Mining": [[27, "high-utility-spatial-pattern-mining"]], "Importing this algorithm into a python program": [[8, "importing-this-algorithm-into-a-python-program"], [32, "importing-this-algorithm-into-a-python-program"], [32, "id2"], [32, "id5"], [32, "id8"], [34, "importing-this-algorithm-into-a-python-program"], [34, "id2"], [36, "importing-this-algorithm-into-a-python-program"], [36, "id2"], [37, 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"module-PAMI.periodicFrequentPattern.topk.kPFPMiner"], [115, "module-PAMI.recurringPattern"], [116, "module-PAMI.recurringPattern.basic"], [117, "module-PAMI.relativeFrequentPattern"], [118, "module-PAMI.relativeFrequentPattern.basic"], [119, "module-PAMI.relativeHighUtilityPattern"], [120, "module-PAMI.relativeHighUtilityPattern.basic"], [121, "module-PAMI.sequence"], [122, "module-PAMI.sequentialPatternMining"], [123, "module-PAMI.sequentialPatternMining.basic"], [124, "module-PAMI.sequentialPatternMining.closed"], [125, "module-PAMI.stablePeriodicFrequentPattern"], [126, "module-PAMI.stablePeriodicFrequentPattern.basic"], [127, "module-PAMI.stablePeriodicFrequentPattern.topK"], [128, "module-PAMI.subgraphMining"], [129, "module-PAMI.subgraphMining.basic"], [130, "module-PAMI.subgraphMining.topK"], [131, "module-PAMI.uncertainFaultTolerantFrequentPattern"], [132, "module-PAMI.uncertainFrequentPattern"], [133, "module-PAMI.uncertainFrequentPattern.basic"], [134, 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"PAMI.AssociationRules package": [[31, "pami-associationrules-package"]], "PAMI.AssociationRules.basic package": [[32, "pami-associationrules-basic-package"]], "PAMI.AssociationRules.basic.ARWithConfidence module": [[32, "module-PAMI.AssociationRules.basic.ARWithConfidence"]], "PAMI.AssociationRules.basic.ARWithLeverage module": [[32, "module-PAMI.AssociationRules.basic.ARWithLeverage"]], "PAMI.AssociationRules.basic.ARWithLift module": [[32, "module-PAMI.AssociationRules.basic.ARWithLift"]], "PAMI.AssociationRules.basic.RuleMiner module": [[32, "module-PAMI.AssociationRules.basic.RuleMiner"]], "PAMI.AssociationRules.basic.abstract module": [[32, "module-PAMI.AssociationRules.basic.abstract"]], "PAMI.correlatedPattern package": [[33, "pami-correlatedpattern-package"]], "PAMI.correlatedPattern.basic package": [[34, "pami-correlatedpattern-basic-package"]], "PAMI.correlatedPattern.basic.CoMine module": [[34, "module-PAMI.correlatedPattern.basic.CoMine"]], "PAMI.correlatedPattern.basic.CoMinePlus module": [[34, "module-PAMI.correlatedPattern.basic.CoMinePlus"]], "PAMI.correlatedPattern.basic.abstract module": [[34, "module-PAMI.correlatedPattern.basic.abstract"]], "PAMI.coveragePattern package": [[35, "pami-coveragepattern-package"]], "PAMI.coveragePattern.basic package": [[36, "pami-coveragepattern-basic-package"]], "PAMI.coveragePattern.basic.CMine module": [[36, "module-PAMI.coveragePattern.basic.CMine"]], "PAMI.coveragePattern.basic.CPPG module": [[36, "module-PAMI.coveragePattern.basic.CPPG"]], "PAMI.coveragePattern.basic.abstract module": [[36, "module-PAMI.coveragePattern.basic.abstract"]], "PAMI.extras package": [[37, "pami-extras-package"]], "PAMI.extras.DF2DB package": [[38, "pami-extras-df2db-package"]], "PAMI.extras.DF2DB.DF2DB module": [[38, "pami-extras-df2db-df2db-module"]], "PAMI.extras.DF2DB.DF2DBPlus module": [[38, "pami-extras-df2db-df2dbplus-module"]], "PAMI.extras.DF2DB.DenseFormatDF module": [[38, "module-PAMI.extras.DF2DB.DenseFormatDF"]], "PAMI.extras.DF2DB.SparseFormatDF module": [[38, "module-PAMI.extras.DF2DB.SparseFormatDF"]], "PAMI.extras.DF2DB.createTDB module": [[38, "module-PAMI.extras.DF2DB.createTDB"]], "PAMI.extras.DF2DB.denseDF2DBPlus module": [[38, "module-PAMI.extras.DF2DB.denseDF2DBPlus"]], "PAMI.extras.DF2DB.denseDF2DB_dump module": [[38, "module-PAMI.extras.DF2DB.denseDF2DB_dump"]], "PAMI.extras.DF2DB.sparseDF2DBPlus module": [[38, "module-PAMI.extras.DF2DB.sparseDF2DBPlus"]], "PAMI.extras.calculateMISValues package": [[39, "pami-extras-calculatemisvalues-package"]], "PAMI.extras.calculateMISValues.usingBeta module": [[39, "module-PAMI.extras.calculateMISValues.usingBeta"]], "PAMI.extras.calculateMISValues.usingSD module": [[39, "module-PAMI.extras.calculateMISValues.usingSD"]], "PAMI.extras.convertMultiTSIntoFuzzy module": [[37, "pami-extras-convertmultitsintofuzzy-module"]], "PAMI.extras.dbStats package": [[40, "pami-extras-dbstats-package"]], "PAMI.extras.dbStats.FuzzyDatabase module": [[40, "module-PAMI.extras.dbStats.FuzzyDatabase"]], "PAMI.extras.dbStats.MultipleTimeSeriesFuzzyDatabaseStats module": [[40, "module-PAMI.extras.dbStats.MultipleTimeSeriesFuzzyDatabaseStats"]], "PAMI.extras.dbStats.SequentialDatabase module": [[40, "module-PAMI.extras.dbStats.SequentialDatabase"]], "PAMI.extras.dbStats.TemporalDatabase module": [[40, "module-PAMI.extras.dbStats.TemporalDatabase"]], "PAMI.extras.dbStats.TransactionalDatabase module": [[40, "module-PAMI.extras.dbStats.TransactionalDatabase"]], "PAMI.extras.dbStats.UncertainTemporalDatabase module": [[40, "module-PAMI.extras.dbStats.UncertainTemporalDatabase"]], "PAMI.extras.dbStats.UncertainTransactionalDatabase module": [[40, "module-PAMI.extras.dbStats.UncertainTransactionalDatabase"]], "PAMI.extras.dbStats.UtilityDatabase module": [[40, "module-PAMI.extras.dbStats.UtilityDatabase"]], "PAMI.extras.fuzzyTransformation package": [[41, "pami-extras-fuzzytransformation-package"]], "PAMI.extras.fuzzyTransformation.abstract module": [[41, "module-PAMI.extras.fuzzyTransformation.abstract"]], "PAMI.extras.fuzzyTransformation.temporalToFuzzy module": [[41, "module-PAMI.extras.fuzzyTransformation.temporalToFuzzy"]], "PAMI.extras.fuzzyTransformation.transactionalToFuzzy module": [[41, "module-PAMI.extras.fuzzyTransformation.transactionalToFuzzy"]], "PAMI.extras.fuzzyTransformation.utilityToFuzzy module": [[41, "pami-extras-fuzzytransformation-utilitytofuzzy-module"]], "PAMI.extras.generateDatabase package": [[42, "pami-extras-generatedatabase-package"]], "PAMI.extras.generateDatabase.generateSpatioTemporalDatabase module": [[42, "module-PAMI.extras.generateDatabase.generateSpatioTemporalDatabase"]], "PAMI.extras.generateDatabase.generateTemporalDatabase module": [[42, "module-PAMI.extras.generateDatabase.generateTemporalDatabase"]], "PAMI.extras.generateDatabase.generateTransactionalDatabase module": [[42, "module-PAMI.extras.generateDatabase.generateTransactionalDatabase"]], "PAMI.extras.generateLatexGraphFile module": [[37, "module-PAMI.extras.generateLatexGraphFile"]], "PAMI.extras.graph package": [[43, "pami-extras-graph-package"]], "PAMI.extras.graph.DF2Fig module": [[43, "module-PAMI.extras.graph.DF2Fig"]], "PAMI.extras.graph.DF2Tex module": [[43, "pami-extras-graph-df2tex-module"]], "PAMI.extras.graph.plotLineGraphFromDictionary module": [[43, "module-PAMI.extras.graph.plotLineGraphFromDictionary"]], "PAMI.extras.graph.plotLineGraphsFromDataFrame module": [[43, "module-PAMI.extras.graph.plotLineGraphsFromDataFrame"]], "PAMI.extras.graph.visualizeFuzzyPatterns module": [[43, "module-PAMI.extras.graph.visualizeFuzzyPatterns"]], "PAMI.extras.graph.visualizePatterns module": [[43, "module-PAMI.extras.graph.visualizePatterns"]], "PAMI.extras.image2Database package": [[44, "pami-extras-image2database-package"]], "PAMI.extras.imageProcessing package": [[45, "pami-extras-imageprocessing-package"]], "PAMI.extras.imageProcessing.imagery2Databases module": [[45, "module-PAMI.extras.imageProcessing.imagery2Databases"]], "PAMI.extras.messaging package": [[46, "pami-extras-messaging-package"]], "PAMI.extras.messaging.discord module": [[46, "module-PAMI.extras.messaging.discord"]], "PAMI.extras.messaging.gmail module": [[46, "module-PAMI.extras.messaging.gmail"]], "PAMI.extras.neighbours package": [[47, "pami-extras-neighbours-package"]], "PAMI.extras.neighbours.findNeighborsUsingEuclideanDistanceforPointInfo module": [[47, "module-PAMI.extras.neighbours.findNeighborsUsingEuclideanDistanceforPointInfo"]], "PAMI.extras.neighbours.findNeighboursUsingEuclidean module": [[47, "module-PAMI.extras.neighbours.findNeighboursUsingEuclidean"]], "PAMI.extras.neighbours.findNeighboursUsingGeodesic module": [[47, "module-PAMI.extras.neighbours.findNeighboursUsingGeodesic"]], "PAMI.extras.plotPointOnMap module": [[37, "module-PAMI.extras.plotPointOnMap"]], 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"PAMI.partialPeriodicPattern.basic.PPP_ECLAT module": [[98, "module-PAMI.partialPeriodicPattern.basic.PPP_ECLAT"]], "PAMI.partialPeriodicPattern.basic.abstract module": [[98, "module-PAMI.partialPeriodicPattern.basic.abstract"]], "PAMI.partialPeriodicPattern.closed package": [[99, "pami-partialperiodicpattern-closed-package"]], "PAMI.partialPeriodicPattern.closed.PPPClose module": [[99, "module-PAMI.partialPeriodicPattern.closed.PPPClose"]], "PAMI.partialPeriodicPattern.closed.abstract module": [[99, "module-PAMI.partialPeriodicPattern.closed.abstract"]], "PAMI.partialPeriodicPattern.maximal package": [[100, "pami-partialperiodicpattern-maximal-package"]], "PAMI.partialPeriodicPattern.maximal.Max3PGrowth module": [[100, "module-PAMI.partialPeriodicPattern.maximal.Max3PGrowth"]], "PAMI.partialPeriodicPattern.maximal.abstract module": [[100, "module-PAMI.partialPeriodicPattern.maximal.abstract"]], "PAMI.partialPeriodicPattern.pyspark package": [[101, 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"PAMI.periodicFrequentPattern.basic.PFPGrowth.PFPGrowth.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.basic.pfpgrowthplus.pfpgrowthplus method)": [[107, "PAMI.periodicFrequentPattern.basic.PFPGrowthPlus.PFPGrowthPlus.getPatterns", false], [250, "PAMI.periodicFrequentPattern.basic.PFPGrowthPlus.PFPGrowthPlus.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.basic.pfpmc.pfpmc method)": [[107, "PAMI.periodicFrequentPattern.basic.PFPMC.PFPMC.getPatterns", false], [251, "PAMI.periodicFrequentPattern.basic.PFPMC.PFPMC.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.basic.psgrowth.psgrowth method)": [[107, "PAMI.periodicFrequentPattern.basic.PSGrowth.PSGrowth.getPatterns", false], [252, "PAMI.periodicFrequentPattern.basic.PSGrowth.PSGrowth.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.closed.cpfpminer.cpfpminer method)": [[108, "PAMI.periodicFrequentPattern.closed.CPFPMiner.CPFPMiner.getPatterns", false], [253, "PAMI.periodicFrequentPattern.closed.CPFPMiner.CPFPMiner.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.maximal.maxpfgrowth.maxpfgrowth method)": [[110, "PAMI.periodicFrequentPattern.maximal.MaxPFGrowth.MaxPFGrowth.getPatterns", false], [254, "PAMI.periodicFrequentPattern.maximal.MaxPFGrowth.MaxPFGrowth.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.pyspark.parallelpfpgrowth.parallelpfpgrowth method)": [[111, "PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth.parallelPFPGrowth.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.topk.kpfpminer.kpfpminer.kpfpminer method)": [[114, "PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner.kPFPMiner.getPatterns", false], [256, "PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner.kPFPMiner.getPatterns", false]], "getpatterns() (pami.periodicfrequentpattern.topk.topkpfp.topkpfp.topkpfpgrowth method)": [[113, 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method)": [[90, "PAMI.highUtilitySpatialPattern.topk.TKSHUIM.Transaction.getPmus", false], [223, "PAMI.highUtilitySpatialPattern.topk.TKSHUIM.Transaction.getPmus", false]], "getps() (in module pami.partialperiodicpattern.pyspark.parallel3pgrowth)": [[101, "PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth.getps", false]], "getps() (pami.partialperiodicpattern.pyspark.parallel3pgrowth.parallel3pgrowth method)": [[101, "PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth.parallel3PGrowth.getps", false]], "getqueuesize() (pami.subgraphmining.topk.tkg.tkg method)": [[130, "PAMI.subgraphMining.topK.tkg.TKG.getQueueSize", false]], "getrightmost() (pami.subgraphmining.basic.dfscode.dfscode method)": [[129, "PAMI.subgraphMining.basic.dfsCode.DFSCode.getRightMost", false]], "getrightmost() (pami.subgraphmining.topk.dfscode.dfscode method)": [[130, "PAMI.subgraphMining.topK.DFSCode.DfsCode.getRightMost", false]], "getrightmostpath() (pami.subgraphmining.basic.dfscode.dfscode method)": [[129, 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188, 223, 226, 235], "add_transact": [97, 101], "add_transaction_summ": [97, 101], "addchild": [97, 101, 106, 107, 111, 252], "addedg": [128, 129, 130], "additemset": [88, 90, 223], "addnodetonodelink": [54, 59, 188], "address": [156, 289], "addtransact": [54, 59, 91, 92, 95, 96, 188, 226, 235], "adher": [153, 273], "advanc": [113, 126, 131, 255, 271], "advertis": [36, 165], "after": [5, 8, 32, 34, 36, 42, 49, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "again": [123, 267], "agarw": [66, 198], "agraw": [55, 172], "agricultur": [22, 27, 205, 222], "aie": [107, 111, 126, 248, 270, 271], "aim": [13, 22, 26, 36, 83, 89, 90, 126, 148, 153, 165, 170, 205, 215, 219, 221, 223, 245, 270, 271, 273], "al": [53, 55, 59, 72, 85, 86, 89, 90, 108, 126, 127, 169, 176, 188, 202, 216, 220, 223, 253, 271, 272], "alberta": [123, 267], "alg": [5, 8, 32, 34, 36, 40, 49, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 285, 287, 288, 291, 293, 295], "algorithm": [5, 9, 62, 64, 70, 74, 76, 79, 81, 86, 88, 89, 90, 92, 94, 96, 99, 100, 102, 103, 105, 110, 111, 113, 114, 129, 131, 135, 169, 193, 195, 208, 210, 211, 212, 216, 217, 218, 220, 221, 226, 227, 228, 230, 231, 235, 236, 237, 242, 243, 244, 246, 249, 254, 255, 256, 267, 274, 275, 285, 286], "ali": [126, 271], "all": [0, 7, 8, 9, 32, 34, 36, 38, 40, 45, 49, 55, 59, 64, 66, 68, 70, 72, 81, 83, 85, 88, 89, 90, 92, 94, 96, 99, 100, 101, 102, 116, 118, 120, 126, 129, 135, 137, 162, 163, 165, 175, 186, 188, 190, 195, 198, 199, 200, 202, 212, 215, 216, 217, 220, 221, 223, 226, 230, 231, 235, 236, 242, 243, 258, 259, 260, 261, 262, 270, 271, 274, 275, 285, 286, 288], "allow": [0, 13, 16, 22, 92, 170, 190, 194, 205, 226, 227, 228], "alpha": [85, 101, 218], "alreadyad": [37, 42], "also": [9, 157, 158, 159, 275, 292, 294, 296], "alwai": [22, 205, 274], "among": [20, 203], "amount": [5, 8, 32, 34, 36, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 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241, 244, 246, 247, 248, 249, 250, 251, 252, 253, 259, 260, 261, 262, 265, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 291, 293, 295], "analysi": [0, 1, 3, 7, 11, 12, 13, 15, 16, 18, 19, 24, 29, 60, 147, 148, 149, 151, 153, 158, 159, 164, 167, 170, 189, 190, 192, 194, 197, 201, 213, 232, 238, 245, 247, 259, 260, 263, 273, 294, 296], "analyt": [15, 24, 114, 158, 159, 192, 213, 256, 294, 296], "analyz": [1, 3, 20, 21, 29, 152, 171, 203, 204, 232, 264], "ani": [36, 92, 96, 107, 108, 110, 111, 113, 130, 158, 165, 166, 226, 227, 228, 235, 236, 248, 249, 250, 251, 252, 253, 254, 255, 274, 294], "anirudh": [107, 252], "anomali": [28, 150, 225, 257], "anoth": [5, 8, 32, 34, 36, 37, 39, 41, 47, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 128, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "anthoni": [53, 168], "aperiod": [5, 98, 100, 101, 103, 105, 107, 110, 111, 126, 127, 137, 237, 239, 240, 243, 246, 249, 250, 254, 271, 272, 287, 288], "appear": [8, 28, 36, 92, 107, 108, 110, 111, 118, 120, 123, 165, 166, 171, 225, 226, 227, 228, 248, 249, 250, 251, 252, 253, 254, 261, 262, 266, 267], "append": [107, 129, 252], "appl": [127, 272], "appli": [45, 89, 126, 133, 221, 270, 282], "applic": [0, 1, 3, 7, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 34, 89, 126, 131, 133, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 163, 164, 167, 170, 171, 190, 192, 194, 196, 197, 201, 203, 204, 205, 207, 213, 214, 219, 220, 222, 225, 232, 234, 238, 245, 247, 257, 259, 260, 263, 264, 270, 273, 276, 283, 284, 289, 290, 292, 294, 296], "approach": [0, 13, 15, 53, 55, 98, 101, 107, 123, 131, 133, 153, 169, 170, 176, 190, 192, 239, 240, 241, 248, 250, 251, 273, 276], "appropri": [94, 133, 135, 137, 139, 141, 145, 230, 231, 276, 285, 287, 288, 291, 293], "approxim": [13, 170], "apriori": [30, 53, 54, 59, 76, 131, 168, 185, 186, 187, 210], "aprioriold": [30, 54], "ar": [4, 11, 12, 16, 17, 18, 19, 21, 24, 25, 28, 32, 56, 64, 66, 68, 72, 81, 83, 85, 89, 90, 92, 96, 98, 100, 101, 107, 110, 120, 123, 126, 129, 133, 135, 137, 145, 146, 148, 152, 157, 158, 159, 164, 167, 191, 194, 195, 196, 197, 198, 199, 200, 201, 202, 204, 206, 212, 213, 214, 215, 216, 221, 223, 225, 226, 227, 228, 233, 234, 235, 239, 240, 241, 243, 245, 248, 250, 251, 252, 254, 262, 264, 265, 267, 270, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 292, 294, 296], "area": [23, 207], "arg": 130, "argument": 130, "aris": [155, 284], "arr": [85, 86], "arrai": [42, 50, 83, 85, 86, 89, 90, 215, 221, 223], "arraylength": [42, 50], "arriv": [40, 49], "articl": [36, 98, 101, 166, 239, 240], "artifici": [59, 126, 186, 271], "arwithconfid": [30, 31], "arwithleverag": [30, 31], "arwithlift": [30, 31], "ascend": [64, 70, 195], "asia": [133, 277, 281], "asl": 123, "assess": [15, 192], "assign": [157, 158, 159, 292, 294, 296], "associ": [11, 15, 18, 20, 25, 32, 55, 76, 85, 94, 149, 154, 155, 156, 164, 171, 172, 173, 175, 192, 197, 203, 210, 214, 218, 230, 247, 283, 284, 286, 289], "associationrul": [30, 229], "assum": [28, 225], "athasit": [113, 255], "attent": [26, 219], "attribut": [5, 8, 11, 17, 18, 19, 20, 32, 34, 36, 37, 38, 40, 41, 42, 43, 47, 49, 50, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 149, 154, 155, 156, 162, 163, 164, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 196, 197, 198, 199, 201, 202, 203, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 287, 288, 289, 291, 293, 295], "august": [55, 174], "av": [83, 89, 90, 215, 221, 223], "avail": [74, 76, 79, 123, 208, 210, 211, 267], "avarag": [40, 49], "averag": [40, 42, 49, 50], "averagelengthoftransact": 50, "avg": [42, 50], "avg_transaction_length": [37, 50], "avgitemsperlin": [42, 50], "avglenoftransact": [42, 50], "avgtransact": 50, "avgtransactionlength": [37, 42, 50], "axi": 43, "ayr": [123, 267], "ayu": [137, 287], "b": [4, 8, 9, 34, 62, 64, 66, 68, 72, 76, 85, 89, 98, 118, 123, 131, 162, 163, 193, 195, 198, 199, 202, 210, 217, 220, 233, 241, 261, 265, 266, 267, 274, 275], "backtrackingefim": [83, 85, 88, 89, 90, 215, 216, 221, 223], "backtrackinghufim": [81, 212], "backtrackingrhuim": [120, 262], "bai": [85, 133, 218, 278, 279], "baik": [133, 278, 279], "ball": [200, 286, 290], "banner": [36, 165], "base": [0, 5, 8, 13, 17, 20, 25, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 50, 51, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 155, 157, 158, 159, 162, 163, 165, 166, 168, 169, 170, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 190, 191, 193, 195, 196, 198, 199, 202, 203, 208, 210, 211, 212, 214, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 284, 285, 287, 288, 291, 292, 293, 294, 295, 296], "basic": [5, 8, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 35, 38, 52, 54, 58, 61, 63, 65, 67, 69, 71, 73, 75, 78, 80, 82, 84, 88, 91, 93, 95, 97, 99, 101, 103, 104, 106, 108, 110, 111, 115, 117, 119, 122, 125, 127, 128, 131, 132, 134, 136, 138, 140, 142, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 162, 163, 165, 166, 168, 169, 171, 172, 173, 174, 175, 176, 184, 193, 195, 198, 199, 202, 206, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 246, 248, 249, 250, 251, 252, 253, 254, 258, 259, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "basket": [7, 15, 24, 101, 111, 151, 158, 192, 213, 259, 260, 263, 294], "bat": [200, 286, 290], "bathala": [89, 221], "bda": [114, 256], "becaus": 290, "befor": [123, 267], "behavior": [11, 23, 28, 92, 146, 147, 148, 149, 150, 153, 164, 207, 225, 226, 227, 228, 234, 238, 245, 247, 257, 273], "being": 274, "below": [4, 9, 200, 233, 274, 275, 286, 290], "berlin": [34, 131, 163], "beta": [39, 85, 86], "between": [8, 11, 15, 16, 17, 18, 19, 32, 40, 49, 55, 85, 86, 92, 118, 129, 148, 153, 164, 172, 192, 194, 196, 197, 200, 201, 226, 227, 228, 245, 261, 273, 274, 286], "bhargav": [36, 165, 166], "bhaskar": [100, 110, 243, 254], "bide": [30, 122, 264], "big": [79, 89, 90, 102, 108, 111, 114, 120, 126, 211, 220, 223, 244, 253, 256, 262, 271], "bigdata47090": [79, 211], "bigdata52589": [89, 90, 120, 220, 223, 262], "bin": [83, 89, 90, 215, 221, 223], "binari": [4, 85, 86, 200, 233, 286, 290], "binarysearch": [85, 86], "biolog": [152, 264], "bit": [92, 123, 131, 226, 227, 228, 267], "bitmap": [123, 267], "bitpack": [54, 55, 172], "bitset": [36, 55, 131, 165, 175], "block": [96, 98, 102, 111, 113, 126, 235, 236, 241, 244, 255, 270], "bodi": 46, "bommisetti": [89, 221], "book": [145, 200, 286, 290], "bool": [42, 50, 90, 98, 223, 239], "boolean": [129, 130], "both": [13, 22, 90, 123, 148, 149, 170, 205, 223, 245, 247, 266], "bottom": [74, 76, 208, 210], "brace": [4, 233], "branch": [92, 96, 107, 111, 226, 235, 252], "bread": [200, 286, 290], "breadth": [55, 92, 123, 172, 227, 266, 267], "break": 38, "broad": [12, 167], "broadli": [4, 233], "buffer": [62, 64, 66, 68, 70, 72, 193, 195, 198, 199, 202], "buffers": [62, 64, 66, 68, 70, 72, 193, 195, 198, 199, 202], "build": [59, 85, 188, 218], "buildtre": [5, 54, 59, 98, 100, 101, 103, 105, 107, 110, 111, 116, 126, 127, 133, 135, 137, 145, 188, 237, 239, 240, 243, 246, 249, 250, 252, 254, 258, 271, 272, 276, 277, 278, 279, 280, 281, 285, 287, 288], "busi": [133, 278, 279], "butter": [200, 286, 290], "byeong": [107, 249], "byte": [85, 86], "c": [4, 5, 9, 79, 98, 103, 116, 123, 126, 129, 130, 131, 139, 211, 233, 237, 241, 258, 265, 267, 270, 274, 275, 291], "ca": [58, 184], "cach": 129, "calcul": [5, 8, 32, 34, 36, 39, 40, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "calculateip": [95, 96, 235], "calculatela": [126, 270], "calculatemi": [37, 39], "calculatemisvalu": [30, 37], "calculateneighbourintersect": [83, 88, 89, 90, 215, 221, 223], "calculateptl": [92, 226, 227, 228], "calculateptlbit": [92, 226], "call": [88, 90, 92, 123, 129, 228, 266, 267, 286], "callabl": 130, "calucl": [96, 236], "can": [4, 5, 8, 9, 11, 12, 32, 34, 36, 37, 39, 41, 42, 47, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 150, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 200, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 233, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 261, 262, 266, 267, 270, 271, 272, 274, 275, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 291, 293, 295], "canada": [123, 267], "candid": [53, 55, 81, 83, 85, 89, 90, 120, 123, 130, 169, 176, 212, 215, 216, 217, 218, 220, 221, 223, 262, 266, 267], "candidatecount": [81, 83, 85, 88, 89, 90, 120, 212, 215, 216, 218, 221, 223, 262], "candidatelist": [102, 113, 114, 123, 244, 255, 256, 266, 267], "candidatetofrequ": [123, 266, 267], "canon": 129, "cao": [34, 162], "captur": [16, 18, 146, 194, 197, 234], "carson": [133, 277, 280, 281, 282], "certain": [11, 13, 28, 129, 164, 170, 225], "cfpgrowth": [30, 93, 190], "cfpgrowthplu": [30, 93, 190], "chain": [7, 11, 164, 259, 260], "challeng": [53, 64, 66, 68, 72, 147, 156, 168, 195, 198, 199, 202, 238, 289], "cham": [114, 126, 137, 256, 271, 287], "chanc": [42, 200], "chang": [13, 23, 123, 170, 207], "chapter": [113, 133, 255, 277, 281], "character": [19, 24, 25, 28, 148, 201, 213, 214, 225, 245], "characterist": [0, 12, 167, 190], "charm": [30, 54, 185], "chaudhuri": [100, 110, 243, 254], "check": [8, 55, 56, 81, 83, 85, 89, 90, 100, 101, 107, 118, 120, 129, 175, 191, 212, 215, 216, 221, 223, 243, 248, 250, 251, 261, 262], "chen": [94, 123, 230], "cheng": [85, 111, 218], "child": [92, 96, 101, 226, 235], "children": [59, 92, 96, 101, 107, 111, 188, 226, 235, 252], "ching": [56, 191], "chithra": [66, 198], "chitra": [8, 34, 62, 64, 66, 68, 72, 76, 85, 89, 118, 162, 163, 193, 195, 198, 199, 202, 210, 217, 220, 261], "choic": [200, 286, 290], "chose": [81, 83, 85, 89, 90, 120, 212, 215, 216, 221, 223, 262], "chowdhuri": [107, 249], "chueh": [62, 193], "chun": [64, 133, 145, 195, 276], "citeseerx": [62, 193], "class": [5, 8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 50, 51, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "classifi": [4, 233], "clickstream": [152, 264], "clinic": [26, 219], "clist": [76, 210], "close": [30, 54, 85, 89, 96, 97, 106, 107, 122, 147, 149, 152, 171, 191, 200, 217, 220, 236, 242, 248, 251, 253], "closur": [53, 55, 59, 123, 131, 141, 143, 158, 168, 169, 172, 176, 186, 187, 188, 266, 267, 293, 294, 295], "cluster": [74, 76, 208, 210], "cmine": [30, 35, 167], "co": [15, 192], "code": [39, 42, 45, 88, 111, 113, 129, 255], "coin": [42, 50], "coinflip": [37, 42], "cointoss": [42, 50], "collect": [4, 85, 86, 233, 265, 274], "column": [4, 43, 233, 274], "columnar": [107, 126, 248, 271], "com": [36, 113, 133, 166, 255, 277, 281], "comad": [8, 118, 261], "comad2012": [8, 118, 261], "combin": [8, 25, 32, 34, 55, 56, 76, 96, 98, 102, 113, 114, 118, 158, 163, 175, 191, 206, 210, 214, 236, 241, 244, 255, 256, 261, 294], "comin": [30, 33, 164], "comineplu": [30, 33, 164], "comma": [4, 9, 200, 233, 274, 275, 286, 290], "common": [66, 68, 74, 76, 79, 83, 89, 90, 198, 199, 208, 210, 211, 215, 221, 223, 274], "commun": [137, 287, 288], "compact": [133, 277, 281], "compactulist": [89, 220], "companion": [36, 165], "compar": [129, 151, 263], "compareitem": [64, 70, 195], "complet": [5, 8, 32, 34, 36, 38, 39, 40, 41, 49, 50, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 146, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 234, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 291, 293, 295], "compress": [53, 55, 59, 141, 143, 169, 176, 188, 293, 295], "comput": [34, 59, 85, 107, 114, 126, 131, 133, 137, 163, 186, 218, 252, 256, 271, 280, 287, 288], 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"module-PAMI.periodicFrequentPattern.topk.kPFPMiner"], [115, "module-PAMI.recurringPattern"], [116, "module-PAMI.recurringPattern.basic"], [117, "module-PAMI.relativeFrequentPattern"], [118, "module-PAMI.relativeFrequentPattern.basic"], [119, "module-PAMI.relativeHighUtilityPattern"], [120, "module-PAMI.relativeHighUtilityPattern.basic"], [121, "module-PAMI.sequence"], [122, "module-PAMI.sequentialPatternMining"], [123, "module-PAMI.sequentialPatternMining.basic"], [124, "module-PAMI.sequentialPatternMining.closed"], [125, "module-PAMI.stablePeriodicFrequentPattern"], [126, "module-PAMI.stablePeriodicFrequentPattern.basic"], [127, "module-PAMI.stablePeriodicFrequentPattern.topK"], [128, "module-PAMI.subgraphMining"], [129, "module-PAMI.subgraphMining.basic"], [130, "module-PAMI.subgraphMining.topK"], [131, "module-PAMI.uncertainFaultTolerantFrequentPattern"], [132, "module-PAMI.uncertainFrequentPattern"], [133, "module-PAMI.uncertainFrequentPattern.basic"], [134, "module-PAMI.uncertainGeoreferencedFrequentPattern"], [135, "module-PAMI.uncertainGeoreferencedFrequentPattern.basic"], [136, "module-PAMI.uncertainPeriodicFrequentPattern"], [137, "module-PAMI.uncertainPeriodicFrequentPattern.basic"], [138, "module-PAMI.weightedFrequentNeighbourhoodPattern"], [139, "module-PAMI.weightedFrequentNeighbourhoodPattern.basic"], [140, "module-PAMI.weightedFrequentPattern"], [141, "module-PAMI.weightedFrequentPattern.basic"], [142, "module-PAMI.weightedFrequentRegularPattern"], [143, "module-PAMI.weightedFrequentRegularPattern.basic"], [144, "module-PAMI.weightedUncertainFrequentPattern"], [145, "module-PAMI.weightedUncertainFrequentPattern.basic"]], "Multiple Partial Periodic Pattern Mining": [[1, "multiple-partial-periodic-pattern-mining"], [29, "multiple-partial-periodic-pattern-mining"]], "Multiple Timeseries": [[4, "multiple-timeseries"], [233, "multiple-timeseries"]], "PAMI": [[229, "pami"]], "PAMI package": [[30, "pami-package"]], "PAMI.AssociationRules package": [[31, "pami-associationrules-package"]], "PAMI.AssociationRules.basic package": [[32, "pami-associationrules-basic-package"]], "PAMI.AssociationRules.basic.ARWithConfidence module": [[32, "module-PAMI.AssociationRules.basic.ARWithConfidence"]], "PAMI.AssociationRules.basic.ARWithLeverage module": [[32, "module-PAMI.AssociationRules.basic.ARWithLeverage"]], "PAMI.AssociationRules.basic.ARWithLift module": [[32, "module-PAMI.AssociationRules.basic.ARWithLift"]], "PAMI.AssociationRules.basic.RuleMiner module": [[32, "module-PAMI.AssociationRules.basic.RuleMiner"]], "PAMI.AssociationRules.basic.abstract module": [[32, "module-PAMI.AssociationRules.basic.abstract"]], "PAMI.correlatedPattern package": [[33, "pami-correlatedpattern-package"]], "PAMI.correlatedPattern.basic package": [[34, "pami-correlatedpattern-basic-package"]], "PAMI.correlatedPattern.basic.CoMine module": [[34, "module-PAMI.correlatedPattern.basic.CoMine"]], "PAMI.correlatedPattern.basic.CoMinePlus module": [[34, "module-PAMI.correlatedPattern.basic.CoMinePlus"]], "PAMI.correlatedPattern.basic.abstract module": [[34, "module-PAMI.correlatedPattern.basic.abstract"]], "PAMI.coveragePattern package": [[35, "pami-coveragepattern-package"]], "PAMI.coveragePattern.basic package": [[36, "pami-coveragepattern-basic-package"]], "PAMI.coveragePattern.basic.CMine module": [[36, "module-PAMI.coveragePattern.basic.CMine"]], "PAMI.coveragePattern.basic.CPPG module": [[36, "module-PAMI.coveragePattern.basic.CPPG"]], "PAMI.coveragePattern.basic.abstract module": [[36, "module-PAMI.coveragePattern.basic.abstract"]], "PAMI.extras package": [[37, "pami-extras-package"]], "PAMI.extras.DF2DB package": [[38, "pami-extras-df2db-package"]], "PAMI.extras.DF2DB.DF2DB module": [[38, "pami-extras-df2db-df2db-module"]], "PAMI.extras.DF2DB.DF2DBPlus module": [[38, "pami-extras-df2db-df2dbplus-module"]], "PAMI.extras.DF2DB.DenseFormatDF module": [[38, 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"pami-partialperiodicfrequentpattern-basic-package"]], "PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth module": [[96, "module-PAMI.partialPeriodicFrequentPattern.basic.GPFgrowth"]], "PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS module": [[96, "module-PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS"]], "PAMI.partialPeriodicFrequentPattern.basic.abstract module": [[96, "module-PAMI.partialPeriodicFrequentPattern.basic.abstract"]], "PAMI.partialPeriodicPattern package": [[97, "pami-partialperiodicpattern-package"]], "PAMI.partialPeriodicPattern.basic package": [[98, "pami-partialperiodicpattern-basic-package"]], "PAMI.partialPeriodicPattern.basic.GThreePGrowth module": [[98, "module-PAMI.partialPeriodicPattern.basic.GThreePGrowth"]], "PAMI.partialPeriodicPattern.basic.Gabstract module": [[98, "module-PAMI.partialPeriodicPattern.basic.Gabstract"]], "PAMI.partialPeriodicPattern.basic.PPPGrowth module": [[98, "module-PAMI.partialPeriodicPattern.basic.PPPGrowth"]], "PAMI.partialPeriodicPattern.basic.PPP_ECLAT module": [[98, "module-PAMI.partialPeriodicPattern.basic.PPP_ECLAT"]], "PAMI.partialPeriodicPattern.basic.abstract module": [[98, "module-PAMI.partialPeriodicPattern.basic.abstract"]], "PAMI.partialPeriodicPattern.closed package": [[99, "pami-partialperiodicpattern-closed-package"]], "PAMI.partialPeriodicPattern.closed.PPPClose module": [[99, "module-PAMI.partialPeriodicPattern.closed.PPPClose"]], "PAMI.partialPeriodicPattern.closed.abstract module": [[99, "module-PAMI.partialPeriodicPattern.closed.abstract"]], "PAMI.partialPeriodicPattern.maximal package": [[100, "pami-partialperiodicpattern-maximal-package"]], "PAMI.partialPeriodicPattern.maximal.Max3PGrowth module": [[100, "module-PAMI.partialPeriodicPattern.maximal.Max3PGrowth"]], "PAMI.partialPeriodicPattern.maximal.abstract module": [[100, "module-PAMI.partialPeriodicPattern.maximal.abstract"]], "PAMI.partialPeriodicPattern.pyspark package": [[101, "pami-partialperiodicpattern-pyspark-package"]], "PAMI.partialPeriodicPattern.pyspark.abstract module": [[101, "module-PAMI.partialPeriodicPattern.pyspark.abstract"]], "PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth module": [[101, "module-PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth"]], "PAMI.partialPeriodicPattern.topk package": [[102, "pami-partialperiodicpattern-topk-package"]], "PAMI.partialPeriodicPattern.topk.abstract module": [[102, "module-PAMI.partialPeriodicPattern.topk.abstract"]], "PAMI.partialPeriodicPattern.topk.k3PMiner module": [[102, "module-PAMI.partialPeriodicPattern.topk.k3PMiner"]], "PAMI.partialPeriodicPatternInMultipleTimeSeries package": [[103, "pami-partialperiodicpatterninmultipletimeseries-package"]], "PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth module": [[103, "module-PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth"]], "PAMI.partialPeriodicPatternInMultipleTimeSeries.abstract module": [[103, "module-PAMI.partialPeriodicPatternInMultipleTimeSeries.abstract"]], "PAMI.periodicCorrelatedPattern package": [[104, "pami-periodiccorrelatedpattern-package"]], "PAMI.periodicCorrelatedPattern.basic package": [[105, "pami-periodiccorrelatedpattern-basic-package"]], "PAMI.periodicCorrelatedPattern.basic.EPCPGrowth module": [[105, "module-PAMI.periodicCorrelatedPattern.basic.EPCPGrowth"]], "PAMI.periodicCorrelatedPattern.basic.abstract module": [[105, "module-PAMI.periodicCorrelatedPattern.basic.abstract"]], "PAMI.periodicFrequentPattern package": [[106, "pami-periodicfrequentpattern-package"]], "PAMI.periodicFrequentPattern.basic package": [[107, "pami-periodicfrequentpattern-basic-package"]], "PAMI.periodicFrequentPattern.basic.PFECLAT module": [[107, "module-PAMI.periodicFrequentPattern.basic.PFECLAT"]], "PAMI.periodicFrequentPattern.basic.PFPGrowth module": [[107, "module-PAMI.periodicFrequentPattern.basic.PFPGrowth"]], "PAMI.periodicFrequentPattern.basic.PFPGrowthPlus module": [[107, "module-PAMI.periodicFrequentPattern.basic.PFPGrowthPlus"]], "PAMI.periodicFrequentPattern.basic.PFPMC module": [[107, "module-PAMI.periodicFrequentPattern.basic.PFPMC"]], "PAMI.periodicFrequentPattern.basic.PSGrowth module": [[107, "module-PAMI.periodicFrequentPattern.basic.PSGrowth"]], "PAMI.periodicFrequentPattern.basic.abstract module": [[107, "module-PAMI.periodicFrequentPattern.basic.abstract"]], "PAMI.periodicFrequentPattern.basic.parallelPFPGrowth module": [[107, "pami-periodicfrequentpattern-basic-parallelpfpgrowth-module"]], "PAMI.periodicFrequentPattern.closed package": [[108, "pami-periodicfrequentpattern-closed-package"]], "PAMI.periodicFrequentPattern.closed.CPFPMiner module": [[108, "module-PAMI.periodicFrequentPattern.closed.CPFPMiner"]], "PAMI.periodicFrequentPattern.closed.abstract module": [[108, "module-PAMI.periodicFrequentPattern.closed.abstract"]], "PAMI.periodicFrequentPattern.cuda package": [[109, "pami-periodicfrequentpattern-cuda-package"]], "PAMI.periodicFrequentPattern.cuda.abstract module": [[109, "pami-periodicfrequentpattern-cuda-abstract-module"]], "PAMI.periodicFrequentPattern.cuda.cuGPFMiner module": [[109, "pami-periodicfrequentpattern-cuda-cugpfminer-module"]], "PAMI.periodicFrequentPattern.cuda.gPFMinerBit module": [[109, "pami-periodicfrequentpattern-cuda-gpfminerbit-module"]], "PAMI.periodicFrequentPattern.maximal package": [[110, "pami-periodicfrequentpattern-maximal-package"]], "PAMI.periodicFrequentPattern.maximal.MaxPFGrowth module": [[110, "module-PAMI.periodicFrequentPattern.maximal.MaxPFGrowth"]], "PAMI.periodicFrequentPattern.maximal.abstract module": [[110, "module-PAMI.periodicFrequentPattern.maximal.abstract"]], "PAMI.periodicFrequentPattern.pyspark package": [[111, "pami-periodicfrequentpattern-pyspark-package"]], "PAMI.periodicFrequentPattern.pyspark.abstract module": [[111, "module-PAMI.periodicFrequentPattern.pyspark.abstract"]], "PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth module": [[111, "module-PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth"]], "PAMI.periodicFrequentPattern.topk package": [[112, "pami-periodicfrequentpattern-topk-package"]], "PAMI.periodicFrequentPattern.topk.TopkPFP package": [[113, "pami-periodicfrequentpattern-topk-topkpfp-package"]], "PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP module": [[113, "module-PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP"]], "PAMI.periodicFrequentPattern.topk.TopkPFP.abstract module": [[113, "module-PAMI.periodicFrequentPattern.topk.TopkPFP.abstract"]], "PAMI.periodicFrequentPattern.topk.kPFPMiner package": [[114, "pami-periodicfrequentpattern-topk-kpfpminer-package"]], "PAMI.periodicFrequentPattern.topk.kPFPMiner.abstract module": [[114, "module-PAMI.periodicFrequentPattern.topk.kPFPMiner.abstract"]], "PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner module": [[114, "module-PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner"]], "PAMI.recurringPattern package": [[115, "pami-recurringpattern-package"]], "PAMI.recurringPattern.basic package": [[116, "pami-recurringpattern-basic-package"]], "PAMI.recurringPattern.basic.RPGrowth module": [[116, "module-PAMI.recurringPattern.basic.RPGrowth"]], "PAMI.recurringPattern.basic.abstract module": [[116, "module-PAMI.recurringPattern.basic.abstract"]], "PAMI.relativeFrequentPattern package": [[117, "pami-relativefrequentpattern-package"]], "PAMI.relativeFrequentPattern.basic package": [[118, "pami-relativefrequentpattern-basic-package"]], "PAMI.relativeFrequentPattern.basic.RSFPGrowth module": [[118, "module-PAMI.relativeFrequentPattern.basic.RSFPGrowth"]], "PAMI.relativeFrequentPattern.basic.abstract module": [[118, "module-PAMI.relativeFrequentPattern.basic.abstract"]], "PAMI.relativeHighUtilityPattern package": [[119, "pami-relativehighutilitypattern-package"]], "PAMI.relativeHighUtilityPattern.basic package": [[120, "pami-relativehighutilitypattern-basic-package"]], "PAMI.relativeHighUtilityPattern.basic.RHUIM module": [[120, "module-PAMI.relativeHighUtilityPattern.basic.RHUIM"]], "PAMI.relativeHighUtilityPattern.basic.abstract module": [[120, "module-PAMI.relativeHighUtilityPattern.basic.abstract"]], "PAMI.sequence package": [[121, "pami-sequence-package"]], "PAMI.sequentialPatternMining package": [[122, "pami-sequentialpatternmining-package"]], "PAMI.sequentialPatternMining.basic package": [[123, "pami-sequentialpatternmining-basic-package"]], "PAMI.sequentialPatternMining.basic.SPADE module": [[123, "module-PAMI.sequentialPatternMining.basic.SPADE"]], "PAMI.sequentialPatternMining.basic.SPAM module": [[123, "module-PAMI.sequentialPatternMining.basic.SPAM"]], "PAMI.sequentialPatternMining.basic.abstract module": [[123, "module-PAMI.sequentialPatternMining.basic.abstract"]], "PAMI.sequentialPatternMining.basic.prefixSpan module": [[123, "module-PAMI.sequentialPatternMining.basic.prefixSpan"]], "PAMI.sequentialPatternMining.closed package": [[124, "pami-sequentialpatternmining-closed-package"]], "PAMI.sequentialPatternMining.closed.abstract module": [[124, "module-PAMI.sequentialPatternMining.closed.abstract"]], "PAMI.sequentialPatternMining.closed.bide module": [[124, "module-PAMI.sequentialPatternMining.closed.bide"]], "PAMI.stablePeriodicFrequentPattern package": [[125, "pami-stableperiodicfrequentpattern-package"]], "PAMI.stablePeriodicFrequentPattern.basic package": [[126, "pami-stableperiodicfrequentpattern-basic-package"]], "PAMI.stablePeriodicFrequentPattern.basic.SPPEclat module": [[126, "module-PAMI.stablePeriodicFrequentPattern.basic.SPPEclat"]], "PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth module": [[126, "module-PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth"]], "PAMI.stablePeriodicFrequentPattern.basic.SPPGrowthDump module": [[126, "pami-stableperiodicfrequentpattern-basic-sppgrowthdump-module"]], "PAMI.stablePeriodicFrequentPattern.basic.abstract module": [[126, "module-PAMI.stablePeriodicFrequentPattern.basic.abstract"]], "PAMI.stablePeriodicFrequentPattern.topK package": [[127, "pami-stableperiodicfrequentpattern-topk-package"]], "PAMI.stablePeriodicFrequentPattern.topK.TSPIN module": [[127, "module-PAMI.stablePeriodicFrequentPattern.topK.TSPIN"]], "PAMI.stablePeriodicFrequentPattern.topK.abstract module": [[127, "module-PAMI.stablePeriodicFrequentPattern.topK.abstract"]], "PAMI.subgraphMining package": [[128, "pami-subgraphmining-package"]], "PAMI.subgraphMining.basic package": [[129, "pami-subgraphmining-basic-package"]], "PAMI.subgraphMining.basic.abstract module": [[129, "module-PAMI.subgraphMining.basic.abstract"]], "PAMI.subgraphMining.basic.dfsCode module": [[129, "module-PAMI.subgraphMining.basic.dfsCode"]], "PAMI.subgraphMining.basic.edge module": [[129, "module-PAMI.subgraphMining.basic.edge"]], "PAMI.subgraphMining.basic.extendedEdge module": [[129, "module-PAMI.subgraphMining.basic.extendedEdge"]], "PAMI.subgraphMining.basic.frequentSubgraph module": [[129, "module-PAMI.subgraphMining.basic.frequentSubgraph"]], "PAMI.subgraphMining.basic.graph module": [[129, "module-PAMI.subgraphMining.basic.graph"]], "PAMI.subgraphMining.basic.gspan module": [[129, "module-PAMI.subgraphMining.basic.gspan"]], "PAMI.subgraphMining.basic.sparseTriangularMatrix module": [[129, "module-PAMI.subgraphMining.basic.sparseTriangularMatrix"]], "PAMI.subgraphMining.basic.vertex module": [[129, "module-PAMI.subgraphMining.basic.vertex"]], "PAMI.subgraphMining.topK package": [[130, "pami-subgraphmining-topk-package"]], "PAMI.subgraphMining.topK.DFSCode module": [[130, "module-PAMI.subgraphMining.topK.DFSCode"]], "PAMI.subgraphMining.topK.DFSThread module": [[130, "module-PAMI.subgraphMining.topK.DFSThread"]], "PAMI.subgraphMining.topK.abstract module": [[130, "module-PAMI.subgraphMining.topK.abstract"]], "PAMI.subgraphMining.topK.edge module": [[130, "module-PAMI.subgraphMining.topK.edge"]], "PAMI.subgraphMining.topK.extendedEdge module": [[130, "module-PAMI.subgraphMining.topK.extendedEdge"]], "PAMI.subgraphMining.topK.frequentSubgraph module": [[130, "module-PAMI.subgraphMining.topK.frequentSubgraph"]], "PAMI.subgraphMining.topK.graph module": [[130, "module-PAMI.subgraphMining.topK.graph"]], "PAMI.subgraphMining.topK.sparseTriangularMatrix module": [[130, "module-PAMI.subgraphMining.topK.sparseTriangularMatrix"]], "PAMI.subgraphMining.topK.tkg module": [[130, "module-PAMI.subgraphMining.topK.tkg"]], "PAMI.subgraphMining.topK.vertex module": [[130, "module-PAMI.subgraphMining.topK.vertex"]], "PAMI.uncertainFaultTolerantFrequentPattern package": [[131, "pami-uncertainfaulttolerantfrequentpattern-package"]], "PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine module": [[131, "module-PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine"]], "PAMI.uncertainFaultTolerantFrequentPattern.abstract module": [[131, "module-PAMI.uncertainFaultTolerantFrequentPattern.abstract"]], "PAMI.uncertainFrequentPattern package": [[132, "pami-uncertainfrequentpattern-package"]], "PAMI.uncertainFrequentPattern.basic package": [[133, "pami-uncertainfrequentpattern-basic-package"]], "PAMI.uncertainFrequentPattern.basic.CUFPTree module": [[133, "module-PAMI.uncertainFrequentPattern.basic.CUFPTree"]], "PAMI.uncertainFrequentPattern.basic.PUFGrowth module": [[133, "module-PAMI.uncertainFrequentPattern.basic.PUFGrowth"]], "PAMI.uncertainFrequentPattern.basic.TUFP module": [[133, "module-PAMI.uncertainFrequentPattern.basic.TUFP"]], "PAMI.uncertainFrequentPattern.basic.TubeP module": [[133, "module-PAMI.uncertainFrequentPattern.basic.TubeP"]], "PAMI.uncertainFrequentPattern.basic.TubeS module": [[133, "module-PAMI.uncertainFrequentPattern.basic.TubeS"]], "PAMI.uncertainFrequentPattern.basic.UFGrowth module": [[133, "module-PAMI.uncertainFrequentPattern.basic.UFGrowth"]], "PAMI.uncertainFrequentPattern.basic.UVECLAT module": [[133, "module-PAMI.uncertainFrequentPattern.basic.UVECLAT"]], "PAMI.uncertainFrequentPattern.basic.abstract module": [[133, "module-PAMI.uncertainFrequentPattern.basic.abstract"]], "PAMI.uncertainGeoreferencedFrequentPattern package": [[134, "pami-uncertaingeoreferencedfrequentpattern-package"]], "PAMI.uncertainGeoreferencedFrequentPattern.basic package": [[135, "pami-uncertaingeoreferencedfrequentpattern-basic-package"]], "PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth module": [[135, "module-PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth"]], "PAMI.uncertainGeoreferencedFrequentPattern.basic.abstract module": [[135, "module-PAMI.uncertainGeoreferencedFrequentPattern.basic.abstract"]], "PAMI.uncertainPeriodicFrequentPattern package": [[136, "pami-uncertainperiodicfrequentpattern-package"]], "PAMI.uncertainPeriodicFrequentPattern.basic package": [[137, "pami-uncertainperiodicfrequentpattern-basic-package"]], "PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth module": [[137, "module-PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth"]], "PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus module": [[137, "module-PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus"]], "PAMI.uncertainPeriodicFrequentPattern.basic.abstract module": [[137, "module-PAMI.uncertainPeriodicFrequentPattern.basic.abstract"]], "PAMI.weightedFrequentNeighbourhoodPattern package": [[138, "pami-weightedfrequentneighbourhoodpattern-package"]], "PAMI.weightedFrequentNeighbourhoodPattern.basic package": [[139, "pami-weightedfrequentneighbourhoodpattern-basic-package"]], "PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth module": [[139, "module-PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth"]], "PAMI.weightedFrequentNeighbourhoodPattern.basic.abstract module": [[139, "module-PAMI.weightedFrequentNeighbourhoodPattern.basic.abstract"]], "PAMI.weightedFrequentPattern package": [[140, "pami-weightedfrequentpattern-package"]], "PAMI.weightedFrequentPattern.basic package": [[141, "pami-weightedfrequentpattern-basic-package"]], "PAMI.weightedFrequentPattern.basic.WFIM module": [[141, "module-PAMI.weightedFrequentPattern.basic.WFIM"]], "PAMI.weightedFrequentPattern.basic.abstract module": [[141, "module-PAMI.weightedFrequentPattern.basic.abstract"]], "PAMI.weightedFrequentRegularPattern package": [[142, "pami-weightedfrequentregularpattern-package"]], "PAMI.weightedFrequentRegularPattern.basic package": [[143, "pami-weightedfrequentregularpattern-basic-package"]], "PAMI.weightedFrequentRegularPattern.basic.WFRIMiner module": [[143, "module-PAMI.weightedFrequentRegularPattern.basic.WFRIMiner"]], "PAMI.weightedFrequentRegularPattern.basic.abstract module": [[143, "module-PAMI.weightedFrequentRegularPattern.basic.abstract"]], "PAMI.weightedUncertainFrequentPattern package": [[144, "pami-weighteduncertainfrequentpattern-package"]], "PAMI.weightedUncertainFrequentPattern.basic package": [[145, "pami-weighteduncertainfrequentpattern-basic-package"]], "PAMI.weightedUncertainFrequentPattern.basic.WUFIM module": [[145, "module-PAMI.weightedUncertainFrequentPattern.basic.WUFIM"]], "PAMI.weightedUncertainFrequentPattern.basic.abstract module": [[145, "module-PAMI.weightedUncertainFrequentPattern.basic.abstract"]], "PFECLAT": [[248, "module-PAMI.periodicFrequentPattern.basic.PFECLAT"]], "PFPGrowth": [[249, "module-PAMI.periodicFrequentPattern.basic.PFPGrowth"]], "PFPGrowthPlus": [[250, "module-PAMI.periodicFrequentPattern.basic.PFPGrowthPlus"]], "PFPMC": [[251, "module-PAMI.periodicFrequentPattern.basic.PFPMC"]], "PPF_DFS": [[236, "module-PAMI.partialPeriodicFrequentPattern.basic.PPF_DFS"]], "PPGrowth": [[5, "module-PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth"], [237, "module-PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth"]], "PPPClose": [[242, "module-PAMI.partialPeriodicPattern.closed.PPPClose"]], "PPPGrowth": [[240, "module-PAMI.partialPeriodicPattern.basic.PPPGrowth"]], "PPP_ECLAT": [[241, "module-PAMI.partialPeriodicPattern.basic.PPP_ECLAT"]], "PSGrowth": [[252, "module-PAMI.periodicFrequentPattern.basic.PSGrowth"]], "PUFGrowth": [[277, "module-PAMI.uncertainFrequentPattern.basic.PUFGrowth"]], "Partial Periodic Frequent Pattern Mining": [[146, "partial-periodic-frequent-pattern-mining"]], "Partial Periodic Pattern Mining": [[147, "partial-periodic-pattern-mining"]], "Periodic Frequent Pattern Mining": [[149, "periodic-frequent-pattern-mining"]], "Periodic correlated pattern mining": [[148, "periodic-correlated-pattern-mining"]], "Pyspark": [[185, "pyspark"]], "RHUIM": [[262, "module-PAMI.relativeHighUtilityPattern.basic.RHUIM"]], "RPGrowth": [[258, "module-PAMI.recurringPattern.basic.RPGrowth"]], "RSFPGrowth": [[8, "module-PAMI.relativeFrequentPattern.basic.RSFPGrowth"], [261, "module-PAMI.relativeFrequentPattern.basic.RSFPGrowth"]], "Recurring Pattern Mining": [[150, "recurring-pattern-mining"]], "Relative Frequent Pattern": [[259, "relative-frequent-pattern"]], "Relative High-Utility Pattern Mining": [[151, "relative-high-utility-pattern-mining"]], "SHUFIM": [[215, "module-PAMI.highUtilityGeoreferencedFrequentPattern.basic.SHUFIM"]], "SHUIM": [[221, "module-PAMI.highUtilitySpatialPattern.basic.SHUIM"]], "SPADE": [[266, "module-PAMI.sequentialPatternMining.basic.SPADE"]], "SPAM": [[267, "module-PAMI.sequentialPatternMining.basic.SPAM"]], "SPPEclat": [[270, "module-PAMI.stablePeriodicFrequentPattern.basic.SPPEclat"]], "SPPGrowth": [[271, "module-PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth"]], "STEclat": [[211, "module-PAMI.georeferencedPartialPeriodicPattern.basic.STEclat"]], "SWFPGrowth": [[291, "module-PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowth"]], "Sample run of importing the code": [[81, "sample-run-of-importing-the-code"], [212, "sample-run-of-importing-the-code"]], "Sample run of importing the code :": [[74, 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165, 174, 188, 218, 244, 267, 282], "across": [12, 28, 167, 225], "activ": [23, 130, 207], "actual": [7, 88, 90, 259, 260], "ad": [5, 90, 92, 96, 100, 101, 103, 105, 107, 110, 111, 116, 123, 126, 127, 133, 135, 137, 145, 223, 226, 235, 236, 237, 243, 246, 249, 250, 251, 252, 254, 258, 271, 272, 276, 277, 278, 279, 280, 281, 285, 287, 288], "add": [59, 90, 92, 96, 101, 106, 111, 123, 128, 129, 130, 188, 223, 226, 235], "add_transact": [97, 101], "add_transaction_summ": [97, 101], "addchild": [97, 101, 106, 107, 111, 252], "addedg": [128, 129, 130], "additemset": [88, 90, 223], "addnodetonodelink": [54, 59, 188], "address": [156, 289], "addtransact": [54, 59, 91, 92, 95, 96, 188, 226, 235], "adher": [153, 273], "advanc": [113, 126, 131, 255, 271], "advertis": [36, 165], "after": [5, 8, 32, 34, 36, 42, 49, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "again": [123, 267], "agarw": [66, 198], "agraw": [55, 172], "agricultur": [22, 27, 205, 222], "aie": [107, 111, 126, 248, 270, 271], "aim": [13, 22, 26, 36, 83, 89, 90, 126, 148, 153, 165, 170, 205, 215, 219, 221, 223, 245, 270, 271, 273], "al": [53, 55, 59, 72, 85, 86, 89, 90, 108, 126, 127, 169, 176, 188, 202, 216, 220, 223, 253, 271, 272], "alberta": [123, 267], "alg": [5, 8, 32, 34, 36, 40, 49, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 285, 287, 288, 291, 293, 295], "algorithm": [5, 9, 62, 64, 70, 74, 76, 79, 81, 86, 88, 89, 90, 92, 94, 96, 99, 100, 102, 103, 105, 110, 111, 113, 114, 129, 131, 135, 169, 193, 195, 208, 210, 211, 212, 216, 217, 218, 220, 221, 226, 227, 228, 230, 231, 235, 236, 237, 242, 243, 244, 246, 249, 254, 255, 256, 267, 274, 275, 285, 286], "ali": [126, 271], "all": [0, 7, 8, 9, 32, 34, 36, 38, 40, 45, 49, 55, 59, 64, 66, 68, 70, 72, 81, 83, 85, 88, 89, 90, 92, 94, 96, 99, 100, 101, 102, 116, 118, 120, 126, 129, 135, 137, 162, 163, 165, 175, 186, 188, 190, 195, 198, 199, 200, 202, 212, 215, 216, 217, 220, 221, 223, 226, 230, 231, 235, 236, 242, 243, 258, 259, 260, 261, 262, 270, 271, 274, 275, 285, 286, 288], "allow": [0, 13, 16, 22, 92, 170, 190, 194, 205, 226, 227, 228], "alpha": [85, 101, 218], "alreadyad": [37, 42], "also": [9, 157, 158, 159, 275, 292, 294, 296], "alwai": [22, 205, 274], "among": [20, 203], "amount": [5, 8, 32, 34, 36, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "amphawan": [113, 143, 255, 295], "an": [4, 7, 8, 32, 34, 36, 38, 39, 53, 55, 56, 59, 60, 62, 64, 66, 68, 72, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 102, 105, 107, 108, 118, 120, 123, 126, 127, 129, 131, 133, 135, 137, 139, 141, 143, 145, 149, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 186, 187, 188, 189, 191, 193, 195, 198, 199, 200, 202, 206, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 233, 235, 236, 239, 241, 244, 246, 247, 248, 249, 250, 251, 252, 253, 259, 260, 261, 262, 265, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 291, 293, 295], "analysi": [0, 1, 3, 7, 11, 12, 13, 15, 16, 18, 19, 24, 29, 60, 147, 148, 149, 151, 153, 158, 159, 164, 167, 170, 189, 190, 192, 194, 197, 201, 213, 232, 238, 245, 247, 259, 260, 263, 273, 294, 296], "analyt": [15, 24, 114, 158, 159, 192, 213, 256, 294, 296], "analyz": [1, 3, 20, 21, 29, 152, 171, 203, 204, 232, 264], "ani": [36, 92, 96, 107, 108, 110, 111, 113, 130, 158, 165, 166, 226, 227, 228, 235, 236, 248, 249, 250, 251, 252, 253, 254, 255, 274, 294], "anirudh": [107, 252], "anomali": [28, 150, 225, 257], "anoth": [5, 8, 32, 34, 36, 37, 39, 41, 47, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 128, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "anthoni": [53, 168], "aperiod": [5, 98, 100, 101, 103, 105, 107, 110, 111, 126, 127, 137, 237, 239, 240, 243, 246, 249, 250, 254, 271, 272, 287, 288], "appear": [8, 28, 36, 92, 107, 108, 110, 111, 118, 120, 123, 165, 166, 171, 225, 226, 227, 228, 248, 249, 250, 251, 252, 253, 254, 261, 262, 266, 267], "append": [107, 129, 252], "appl": [127, 272], "appli": [45, 89, 126, 133, 221, 270, 282], "applic": [0, 1, 3, 7, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 34, 89, 126, 131, 133, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 163, 164, 167, 170, 171, 190, 192, 194, 196, 197, 201, 203, 204, 205, 207, 213, 214, 219, 220, 222, 225, 232, 234, 238, 245, 247, 257, 259, 260, 263, 264, 270, 273, 276, 283, 284, 289, 290, 292, 294, 296], "approach": [0, 13, 15, 53, 55, 98, 101, 107, 123, 131, 133, 153, 169, 170, 176, 190, 192, 239, 240, 241, 248, 250, 251, 273, 276], "appropri": [94, 133, 135, 137, 139, 141, 145, 230, 231, 276, 285, 287, 288, 291, 293], "approxim": [13, 170], "apriori": [30, 53, 54, 59, 76, 131, 168, 185, 186, 187, 210], "aprioriold": [30, 54], "ar": [4, 11, 12, 16, 17, 18, 19, 21, 24, 25, 28, 32, 56, 64, 66, 68, 72, 81, 83, 85, 89, 90, 92, 96, 98, 100, 101, 107, 110, 120, 123, 126, 129, 133, 135, 137, 145, 146, 148, 152, 157, 158, 159, 164, 167, 191, 194, 195, 196, 197, 198, 199, 200, 201, 202, 204, 206, 212, 213, 214, 215, 216, 221, 223, 225, 226, 227, 228, 233, 234, 235, 239, 240, 241, 243, 245, 248, 250, 251, 252, 254, 262, 264, 265, 267, 270, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 292, 294, 296], "area": [23, 207], "arg": 130, "argument": 130, "aris": [155, 284], "arr": [85, 86], "arrai": [42, 50, 83, 85, 86, 89, 90, 215, 221, 223], "arraylength": [42, 50], "arriv": [40, 49], "articl": [36, 98, 101, 166, 239, 240], "artifici": [59, 126, 186, 271], "arwithconfid": [30, 31], "arwithleverag": [30, 31], "arwithlift": [30, 31], "ascend": [64, 70, 195], "asia": [133, 277, 281], "asl": 123, "assess": [15, 192], "assign": [157, 158, 159, 292, 294, 296], "associ": [11, 15, 18, 20, 25, 32, 55, 76, 85, 94, 149, 154, 155, 156, 164, 171, 172, 173, 175, 192, 197, 203, 210, 214, 218, 230, 247, 283, 284, 286, 289], "associationrul": [30, 229], "assum": [28, 225], "athasit": [113, 255], "attent": [26, 219], "attribut": [5, 8, 11, 17, 18, 19, 20, 32, 34, 36, 37, 38, 40, 41, 42, 43, 47, 49, 50, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 149, 154, 155, 156, 162, 163, 164, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 196, 197, 198, 199, 201, 202, 203, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 287, 288, 289, 291, 293, 295], "august": [55, 174], "av": [83, 89, 90, 215, 221, 223], "avail": [74, 76, 79, 123, 208, 210, 211, 267], "avarag": [40, 49], "averag": [40, 42, 49, 50], "averagelengthoftransact": 50, "avg": [42, 50], "avg_transaction_length": [37, 50], "avgitemsperlin": [42, 50], "avglenoftransact": [42, 50], "avgtransact": 50, "avgtransactionlength": [37, 42, 50], "axi": 43, "ayr": [123, 267], "ayu": [137, 287], "b": [4, 8, 9, 34, 62, 64, 66, 68, 72, 76, 85, 89, 98, 118, 123, 131, 162, 163, 193, 195, 198, 199, 202, 210, 217, 220, 233, 241, 261, 265, 266, 267, 274, 275], "backtrackingefim": [83, 85, 88, 89, 90, 215, 216, 221, 223], "backtrackinghufim": [81, 212], "backtrackingrhuim": [120, 262], "bai": [85, 133, 218, 278, 279], "baik": [133, 278, 279], "ball": [200, 286, 290], "banner": [36, 165], "base": [0, 5, 8, 13, 17, 20, 25, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 50, 51, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 155, 157, 158, 159, 162, 163, 165, 166, 168, 169, 170, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 190, 191, 193, 195, 196, 198, 199, 202, 203, 208, 210, 211, 212, 214, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 284, 285, 287, 288, 291, 292, 293, 294, 295, 296], "basic": [5, 8, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 35, 38, 52, 54, 58, 61, 63, 65, 67, 69, 71, 73, 75, 78, 80, 82, 84, 88, 91, 93, 95, 97, 99, 101, 103, 104, 106, 108, 110, 111, 115, 117, 119, 122, 125, 127, 128, 131, 132, 134, 136, 138, 140, 142, 144, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 162, 163, 165, 166, 168, 169, 171, 172, 173, 174, 175, 176, 184, 193, 195, 198, 199, 202, 206, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 246, 248, 249, 250, 251, 252, 253, 254, 258, 259, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "basket": [7, 15, 24, 101, 111, 151, 158, 192, 213, 259, 260, 263, 294], "bat": [200, 286, 290], "bathala": [89, 221], "bda": [114, 256], "becaus": 290, "befor": [123, 267], "behavior": [11, 23, 28, 92, 146, 147, 148, 149, 150, 153, 164, 207, 225, 226, 227, 228, 234, 238, 245, 247, 257, 273], "being": 274, "below": [4, 9, 200, 233, 274, 275, 286, 290], "berlin": [34, 131, 163], "beta": [39, 85, 86], "between": [8, 11, 15, 16, 17, 18, 19, 32, 40, 49, 55, 85, 86, 92, 118, 129, 148, 153, 164, 172, 192, 194, 196, 197, 200, 201, 226, 227, 228, 245, 261, 273, 274, 286], "bhargav": [36, 165, 166], "bhaskar": [100, 110, 243, 254], "bide": [30, 122, 264], "big": [79, 89, 90, 102, 108, 111, 114, 120, 126, 211, 220, 223, 244, 253, 256, 262, 271], "bigdata47090": [79, 211], "bigdata52589": [89, 90, 120, 220, 223, 262], "bin": [83, 89, 90, 215, 221, 223], "binari": [4, 85, 86, 200, 233, 286, 290], "binarysearch": [85, 86], "biolog": [152, 264], "bit": [92, 123, 131, 226, 227, 228, 267], "bitmap": [123, 267], "bitpack": [54, 55, 172], "bitset": [36, 55, 131, 165, 175], "block": [96, 98, 102, 111, 113, 126, 235, 236, 241, 244, 255, 270], "bodi": 46, "bommisetti": [89, 221], "book": [145, 200, 286, 290], "bool": [42, 50, 90, 98, 223, 239], "boolean": [129, 130], "both": [13, 22, 90, 123, 148, 149, 170, 205, 223, 245, 247, 266], "bottom": [74, 76, 208, 210], "brace": [4, 233], "branch": [92, 96, 107, 111, 226, 235, 252], "bread": [200, 286, 290], "breadth": [55, 92, 123, 172, 227, 266, 267], "break": 38, "broad": [12, 167], "broadli": [4, 233], "buffer": [62, 64, 66, 68, 70, 72, 193, 195, 198, 199, 202], "buffers": [62, 64, 66, 68, 70, 72, 193, 195, 198, 199, 202], "build": [59, 85, 188, 218], "buildtre": [5, 54, 59, 98, 100, 101, 103, 105, 107, 110, 111, 116, 126, 127, 133, 135, 137, 145, 188, 237, 239, 240, 243, 246, 249, 250, 252, 254, 258, 271, 272, 276, 277, 278, 279, 280, 281, 285, 287, 288], "busi": [133, 278, 279], "butter": [200, 286, 290], "byeong": [107, 249], "byte": [85, 86], "c": [4, 5, 9, 79, 98, 103, 116, 123, 126, 129, 130, 131, 139, 211, 233, 237, 241, 258, 265, 267, 270, 274, 275, 291], "ca": [58, 184], "cach": 129, "calcul": [5, 8, 32, 34, 36, 39, 40, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "calculateip": [95, 96, 235], "calculatela": [126, 270], "calculatemi": [37, 39], "calculatemisvalu": [30, 37], "calculateneighbourintersect": [83, 88, 89, 90, 215, 221, 223], "calculateptl": [92, 226, 227, 228], "calculateptlbit": [92, 226], "call": [88, 90, 92, 123, 129, 228, 266, 267, 286], "callabl": 130, "calucl": [96, 236], "can": [4, 5, 8, 9, 11, 12, 32, 34, 36, 37, 39, 41, 42, 47, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 150, 162, 163, 164, 165, 166, 167, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 200, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 233, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 261, 262, 266, 267, 270, 271, 272, 274, 275, 276, 277, 278, 279, 280, 281, 282, 285, 286, 287, 288, 290, 291, 293, 295], "canada": [123, 267], "candid": [53, 55, 81, 83, 85, 89, 90, 120, 123, 130, 169, 176, 212, 215, 216, 217, 218, 220, 221, 223, 262, 266, 267], "candidatecount": [81, 83, 85, 88, 89, 90, 120, 212, 215, 216, 218, 221, 223, 262], "candidatelist": [102, 113, 114, 123, 244, 255, 256, 266, 267], "candidatetofrequ": [123, 266, 267], "canon": 129, "cao": [34, 162], "captur": [16, 18, 146, 194, 197, 234], "carson": [133, 277, 280, 281, 282], "certain": [11, 13, 28, 129, 164, 170, 225], "cfpgrowth": [30, 93, 190], "cfpgrowthplu": [30, 93, 190], "chain": [7, 11, 164, 259, 260], "challeng": [53, 64, 66, 68, 72, 147, 156, 168, 195, 198, 199, 202, 238, 289], "cham": [114, 126, 137, 256, 271, 287], "chanc": [42, 200], "chang": [13, 23, 123, 170, 207], "chapter": [113, 133, 255, 277, 281], "character": [19, 24, 25, 28, 148, 201, 213, 214, 225, 245], "characterist": [0, 12, 167, 190], "charm": [30, 54, 185], "chaudhuri": [100, 110, 243, 254], "check": [8, 55, 56, 81, 83, 85, 89, 90, 100, 101, 107, 118, 120, 129, 175, 191, 212, 215, 216, 221, 223, 243, 248, 250, 251, 261, 262], "chen": [94, 123, 230], "cheng": [85, 111, 218], "child": [92, 96, 101, 226, 235], "children": [59, 92, 96, 101, 107, 111, 188, 226, 235, 252], "ching": [56, 191], "chithra": [66, 198], "chitra": [8, 34, 62, 64, 66, 68, 72, 76, 85, 89, 118, 162, 163, 193, 195, 198, 199, 202, 210, 217, 220, 261], "choic": [200, 286, 290], "chose": [81, 83, 85, 89, 90, 120, 212, 215, 216, 221, 223, 262], "chowdhuri": [107, 249], "chueh": [62, 193], "chun": [64, 133, 145, 195, 276], "citeseerx": [62, 193], "class": [5, 8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 50, 51, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 86, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 111, 113, 114, 116, 118, 120, 123, 126, 127, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 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176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 250, 251, 252, 253, 254, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "extendededg": [129, 130], "extra": [37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51], "f3pminer": 70, "fae": [60, 189], "fault": 13, "faulttolerantfrequentpattern": [52, 53], "fcpgrowth": [62, 193], "ffimin": [64, 195], "ffiminer_old": 64, "ffspminer": [66, 198], "ffspminer_old": 66, "fgpfpminer": [68, 199], "fgpfpminer_old": 68, "findneighborsusingeuclideandistanceforpointinfo": 47, "findneighboursusingeuclidean": 47, "findneighboursusinggeodes": 47, "fpfpminer": [72, 202], "fpfpminer_old": 72, "fpgrowth": [55, 176], "frequent": [0, 10, 13, 16, 17, 18, 19, 20, 21, 23, 24, 25, 146, 149, 152, 154, 155, 156, 157, 158, 159, 171, 259], "frequentpattern": [54, 55, 56, 57, 58, 59, 60], "frequentsubgraph": [129, 130], "fspgrowth": [76, 209], "ftapriori": [53, 168], "ftfpgrowth": [53, 169], "fuzzi": [15, 16, 17, 18, 19, 200], "fuzzycorrelatedpattern": [61, 62], "fuzzydatabas": [40, 50], "fuzzyfrequentpattern": [63, 64], "fuzzygeoreferencedfrequentpattern": [65, 66], "fuzzygeoreferencedperiodicfrequentpattern": [67, 68], "fuzzypartialperiodicpattern": [69, 70], "fuzzyperiodicfrequentpattern": [71, 72], "fuzzytransform": 41, "gabstract": 98, "generatedatabas": 42, "generatelatexgraphfil": 37, "generatespatiotemporaldatabas": 42, "generatetempor": 50, "generatetemporaldatabas": 42, "generatetransact": 50, "generatetransactionaldatabas": 42, "generateuncertaintempor": 50, "generateuncertaintransact": 50, "generateutilitytempor": 50, "generateutilitytransact": 50, "geo": [17, 18, 20, 21, 22, 23, 25, 155, 206], "georeferencedfrequentpattern": [75, 76], "georeferencedfrequentsequencepattern": 77, "georeferencedpartialperiodicpattern": [78, 79], "georeferencedperiodicfrequentpattern": [73, 74], "georeferencedtemporaldatabas": 50, "georeferencedtransactionaldatabas": 50, "gfpgrowth": [135, 285], "gmail": 46, "gpfgrowth": [96, 235], "gpfminerbit": 109, "gpfpminer": [74, 208], "graph": [43, 51, 129, 130], "graphdatabas": 49, "gspan": 129, "gthreepgrowth": [98, 239], "hdshuim": [89, 220], "high": [24, 25, 26, 27, 151], "highutilityfrequentpattern": [80, 81], "highutilitygeoreferencedfrequentpattern": [82, 83], "highutilitypattern": [84, 85, 86], "highutilitypatternsinstream": 87, "highutilityspatialpattern": [88, 89, 90], "hminer": [85, 217], "hufim": [81, 212], "hupm": 87, "image2databas": 44, "imageprocess": 45, "imagery2databas": 45, "import": [5, 8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 47, 49, 50, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 250, 251, 252, 253, 254, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "indic": [2, 224], "k": [185, 222, 247], "k3pminer": [102, 244], "kpfpminer": [114, 256], "local": 28, "localperiodicpattern": [91, 92], "lppgrowth": [92, 226], "lppmbreadth": [92, 227], "lppmdepth": [92, 228], "max3pgrowth": [100, 243], "maxfpgrowth": [58, 184], "maxim": [58, 100, 110, 185, 238, 247], "maxpfgrowth": [110, 254], "messag": 46, "method": [8, 32, 34, 36, 53, 55, 56, 58, 59, 60, 107, 108, 116, 118, 120, 123, 126, 127, 133, 139, 141, 143, 145, 162, 163, 165, 166, 168, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 248, 250, 251, 252, 253, 258, 261, 262, 266, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 291, 293, 295], "mine": [1, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 171, 200, 206, 290], "minimum": 0, "modul": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145], "multipl": [0, 1, 4, 29, 233], "multipleminimumsupportbasedfrequentpattern": [93, 94], "multipletimeseriesfuzzydatabasestat": 40, "neighbour": 47, "neighbourhood": 157, "packag": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145], "pami": [2, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 224, 229], "parallel": 86, "parallel3pgrowth": 101, "parallelapriori": [59, 186], "paralleleclat": [59, 187], "parallelfpgrowth": [59, 188], "parallelpfpgrowth": [107, 111], "partial": [1, 22, 29, 146, 147], "partialperiodicfrequentpattern": [95, 96], "partialperiodicpattern": [97, 98, 99, 100, 101, 102], "partialperiodicpatterninmultipletimeseri": 103, "pattern": [0, 1, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 161, 171, 200, 206, 259, 290], "period": [1, 18, 19, 22, 23, 28, 29, 146, 147, 148, 149, 153, 156], "periodiccorrelatedpattern": [104, 105], "periodicfrequentpattern": [106, 107, 108, 109, 110, 111, 112, 113, 114], "pfeclat": [107, 248], "pfpgrowth": [107, 249], "pfpgrowthplu": [107, 250], "pfpmc": [107, 251], "plotlinegraphfromdictionari": 43, "plotlinegraphsfromdatafram": 43, "plotpointonmap": 37, "plotpointonmap_dump": 37, "ppf_df": [96, 236], "ppgrowth": [5, 103, 237], "ppp_eclat": [98, 241], "pppclose": [99, 242], "pppgrowth": [98, 240], "prefixspan": 123, "program": [8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 47, 49, 50, 53, 55, 56, 58, 59, 60, 85, 107, 108, 116, 118, 120, 123, 126, 127, 133, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 248, 250, 251, 252, 253, 258, 261, 262, 266, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 287, 288, 291, 293, 295], "psgrowth": [107, 252], "pufgrowth": [133, 277], "pyspark": [59, 101, 111, 185], "python": [8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 47, 49, 50, 53, 55, 56, 58, 59, 60, 85, 107, 108, 116, 118, 120, 123, 126, 127, 133, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 248, 250, 251, 252, 253, 258, 261, 262, 266, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 287, 288, 291, 293, 295], "recur": 150, "recurringpattern": [115, 116], "referenc": [17, 18, 20, 21, 22, 23, 25, 155, 206], "regular": 159, "rel": [151, 259], "relativefrequentpattern": [117, 118], "relativehighutilitypattern": [119, 120], "rhuim": [120, 262], "rpgrowth": [116, 258], "rsfpgrowth": [8, 118, 261], "rulemin": 32, "run": [5, 40, 49, 53, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 110, 114, 123, 131, 135, 169, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 254, 256, 267, 285], "sampl": [5, 40, 49, 53, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 110, 114, 123, 131, 135, 169, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 254, 256, 267, 285], "sampledataset": 48, "scatterplotspatialpoint": 37, "sequenc": [21, 121], "sequenti": [152, 265], "sequentialdatabas": [40, 49], "sequentialpatternmin": [122, 123, 124], "shufim": [83, 215], "shugrowth": 87, "shuim": [89, 221], "spade": [123, 266], "spam": [123, 267], "sparsedf2dbplu": 38, "sparseformatdf": 38, "sparsetriangularmatrix": [129, 130], "spatial": 27, "spatialeclat": [76, 210], "sppeclat": [126, 270], "sppgrowth": [126, 271], "sppgrowthdump": 126, "stabl": 153, "stableperiodicfrequentpattern": [125, 126, 127], "stat": 49, "steclat": [79, 211], "subgraphmin": [128, 129, 130], "submodul": [32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 49, 50, 51, 53, 55, 56, 57, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 77, 79, 81, 83, 85, 86, 87, 88, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 111, 113, 114, 116, 118, 120, 123, 124, 126, 127, 129, 130, 131, 133, 135, 137, 139, 141, 143, 145], "subpackag": [30, 31, 33, 35, 37, 52, 54, 61, 63, 65, 67, 69, 71, 73, 75, 78, 80, 82, 84, 88, 91, 93, 95, 97, 104, 106, 112, 115, 117, 119, 122, 125, 128, 132, 134, 136, 138, 140, 142, 144], "support": 0, "swfpgrowth": [139, 291], "syntheticdatagener": 50, "syntheticutilitydatabas": 50, "tabl": [2, 224], "tempor": 274, "temporaldatabas": [40, 49, 50], "temporaldatabasegen": 50, "temporaltofuzzi": 41, "termin": [5, 8, 32, 34, 36, 40, 49, 53, 55, 56, 58, 59, 60, 62, 64, 66, 68, 70, 72, 74, 76, 79, 81, 83, 85, 89, 90, 92, 94, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 110, 114, 116, 118, 120, 123, 126, 127, 131, 133, 135, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 169, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 193, 195, 198, 199, 202, 208, 210, 211, 212, 215, 216, 217, 218, 220, 221, 223, 226, 227, 228, 230, 231, 235, 236, 237, 239, 240, 241, 242, 243, 244, 246, 248, 250, 251, 252, 253, 254, 256, 258, 261, 262, 266, 267, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 285, 287, 288, 291, 293, 295], "thi": [8, 32, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 47, 49, 50, 53, 55, 56, 58, 59, 60, 85, 107, 108, 116, 118, 120, 123, 126, 127, 133, 137, 139, 141, 143, 145, 162, 163, 165, 166, 168, 172, 173, 174, 175, 176, 184, 186, 187, 188, 189, 191, 248, 250, 251, 252, 253, 258, 261, 262, 266, 270, 271, 272, 276, 277, 278, 279, 280, 281, 282, 287, 288, 291, 293, 295], "timeseri": [4, 233], "tkg": 130, "tkshuim": [90, 223], "toler": 13, "top": [185, 222, 247], "topk": [60, 90, 102, 112, 113, 114, 127, 130, 238, 273], "topkpattern": 37, "topkpfp": [113, 255], "transact": [9, 275], "transactionaldatabas": [40, 49, 50], "transactionaltofuzzi": 41, "tspin": [127, 272], "tube": [133, 280], "tubep": [133, 279], "tufp": [133, 278], "ufgrowth": [133, 281], "uncertain": [154, 155, 156, 286], "uncertaindb_convert": 37, "uncertainfaulttolerantfrequentpattern": 131, "uncertainfrequentpattern": [132, 133], "uncertaingeoreferencedfrequentpattern": [134, 135], "uncertainperiodicfrequentpattern": [136, 137], "uncertaintemporaldatabas": 40, "uncertaintransactionaldatabas": 40, "upfpgrowth": [137, 287], "upfpgrowthplu": [137, 288], "upgrowth": [85, 218], "usingbeta": 39, "usingsd": 39, "util": [24, 25, 26, 27, 151, 290], "utilitydatabas": [40, 49, 50], "utilitytofuzzi": 41, "uveclat": [133, 282], "vbftmine": 131, "vertex": [129, 130], "visual": 51, "visualizefuzzypattern": 43, "visualizepattern": 43, "weight": [157, 158, 159], "weightedfrequentneighbourhoodpattern": [138, 139], "weightedfrequentpattern": [140, 141], "weightedfrequentregularpattern": [142, 143], "weighteduncertainfrequentpattern": [144, 145], "welcom": [2, 224], "wfim": [141, 293], "wfrimin": [143, 295], "wufim": 145}}) \ No newline at end of file diff --git a/docs/html/sequentialPatternMiningBasicSPADE.html b/docs/html/sequentialPatternMiningBasicSPADE.html index 5417ca82..35bd5c67 100644 --- a/docs/html/sequentialPatternMiningBasicSPADE.html +++ b/docs/html/sequentialPatternMiningBasicSPADE.html @@ -175,7 +175,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/sequentialPatternMiningBasicSPAM.html b/docs/html/sequentialPatternMiningBasicSPAM.html index 2845cf12..eff63865 100644 --- a/docs/html/sequentialPatternMiningBasicSPAM.html +++ b/docs/html/sequentialPatternMiningBasicSPAM.html @@ -185,7 +185,7 @@
    Sstep(s):

    To convert bit to ssteo bit.The first time you get 1, you set it to 0 and subsequent ones to 1.(like 010101=>001111, 00001001=>00000111)

    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -226,7 +226,7 @@

    Sample run of the importing code:

    import PAMI.sequentialPatternMining.basic.SPAM as alg

    obj = alg.SPAM(iFile, minSup)

    -

    obj.startMine()

    +

    obj.mine()

    sequentialPatternMining = obj.getPatterns()

    print(“Total number of Frequent Patterns:”, len(frequentPatterns))

    obj.savePatterns(oFile)

    diff --git a/docs/html/stablePeriodicFrequentPatternbasicSPPEclat.html b/docs/html/stablePeriodicFrequentPatternbasicSPPEclat.html index 415bac30..21335b91 100644 --- a/docs/html/stablePeriodicFrequentPatternbasicSPPEclat.html +++ b/docs/html/stablePeriodicFrequentPatternbasicSPPEclat.html @@ -201,7 +201,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -245,7 +245,7 @@

    Importing this algorithm into a python programMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/stablePeriodicFrequentPatterntopKTSPIN.html b/docs/html/stablePeriodicFrequentPatterntopKTSPIN.html index 00b0fe02..6551ca41 100644 --- a/docs/html/stablePeriodicFrequentPatterntopKTSPIN.html +++ b/docs/html/stablePeriodicFrequentPatterntopKTSPIN.html @@ -186,7 +186,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/uncertainFrequentPatternBasicCUFPTree.html b/docs/html/uncertainFrequentPatternBasicCUFPTree.html index 181bffad..6ce6ffb0 100644 --- a/docs/html/uncertainFrequentPatternBasicCUFPTree.html +++ b/docs/html/uncertainFrequentPatternBasicCUFPTree.html @@ -180,7 +180,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -204,7 +204,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainFrequentPatternBasicPUFGrowth.html b/docs/html/uncertainFrequentPatternBasicPUFGrowth.html index 0981a31a..530674da 100644 --- a/docs/html/uncertainFrequentPatternBasicPUFGrowth.html +++ b/docs/html/uncertainFrequentPatternBasicPUFGrowth.html @@ -168,7 +168,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -192,7 +192,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainFrequentPatternBasicTUFP.html b/docs/html/uncertainFrequentPatternBasicTUFP.html index df0ec6ba..c92b5b5e 100644 --- a/docs/html/uncertainFrequentPatternBasicTUFP.html +++ b/docs/html/uncertainFrequentPatternBasicTUFP.html @@ -168,7 +168,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -192,7 +192,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainFrequentPatternBasicTubeP.html b/docs/html/uncertainFrequentPatternBasicTubeP.html index 46c61de6..7b2e0712 100644 --- a/docs/html/uncertainFrequentPatternBasicTubeP.html +++ b/docs/html/uncertainFrequentPatternBasicTubeP.html @@ -168,7 +168,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -192,7 +192,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainFrequentPatternBasicTubeS.html b/docs/html/uncertainFrequentPatternBasicTubeS.html index a69f97fe..31d29e36 100644 --- a/docs/html/uncertainFrequentPatternBasicTubeS.html +++ b/docs/html/uncertainFrequentPatternBasicTubeS.html @@ -177,7 +177,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/uncertainFrequentPatternBasicUFGrowth.html b/docs/html/uncertainFrequentPatternBasicUFGrowth.html index d8ab3ca7..1f2dfebf 100644 --- a/docs/html/uncertainFrequentPatternBasicUFGrowth.html +++ b/docs/html/uncertainFrequentPatternBasicUFGrowth.html @@ -168,7 +168,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -192,7 +192,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainFrequentPatternBasicUVECLAT.html b/docs/html/uncertainFrequentPatternBasicUVECLAT.html index 12ccc997..ba002d58 100644 --- a/docs/html/uncertainFrequentPatternBasicUVECLAT.html +++ b/docs/html/uncertainFrequentPatternBasicUVECLAT.html @@ -172,7 +172,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html b/docs/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html index dae80799..5915e679 100644 --- a/docs/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html +++ b/docs/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html @@ -176,7 +176,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -200,7 +200,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowth.html b/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowth.html index 26d7d9d6..b4cd25dd 100644 --- a/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowth.html +++ b/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowth.html @@ -183,7 +183,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html b/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html index e09c2946..c30f8b12 100644 --- a/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html +++ b/docs/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html @@ -184,7 +184,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/weightedFrequentNeighbourhoodPatternBasicSWFPGrowth.html b/docs/html/weightedFrequentNeighbourhoodPatternBasicSWFPGrowth.html index 928b0f8e..3bea5dc3 100644 --- a/docs/html/weightedFrequentNeighbourhoodPatternBasicSWFPGrowth.html +++ b/docs/html/weightedFrequentNeighbourhoodPatternBasicSWFPGrowth.html @@ -187,7 +187,7 @@

    :Methods :

    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/weightedFrequentPatternBasicWFIM.html b/docs/html/weightedFrequentPatternBasicWFIM.html index 4600b08d..6fd0f1b4 100644 --- a/docs/html/weightedFrequentPatternBasicWFIM.html +++ b/docs/html/weightedFrequentPatternBasicWFIM.html @@ -192,7 +192,7 @@

    :Methods :

    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/html/weightedFrequentRegularPatternBasicWFRIMiner.html b/docs/html/weightedFrequentRegularPatternBasicWFRIMiner.html index 61b85354..7077d7b1 100644 --- a/docs/html/weightedFrequentRegularPatternBasicWFRIMiner.html +++ b/docs/html/weightedFrequentRegularPatternBasicWFRIMiner.html @@ -184,7 +184,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/docs/index.md.bak b/docs/index.md.bak index 5e39adf7..169c76b8 100644 --- a/docs/index.md.bak +++ b/docs/index.md.bak @@ -256,7 +256,7 @@ derive the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/localPeriodicPatternMining.md b/docs/localPeriodicPatternMining.md index 47c485a7..e8d6b66c 100644 --- a/docs/localPeriodicPatternMining.md +++ b/docs/localPeriodicPatternMining.md @@ -129,7 +129,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'localPeriodicPatterns.txt' #specify the output file name
    obj = alg.LPPGrowth(iFile, maxPer, maxSoPer, minDur, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.save(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    #obj.printStats() #Print the stats of mining process diff --git a/docs/manual.md b/docs/manual.md index 1d3682cd..3369d37d 100644 --- a/docs/manual.md +++ b/docs/manual.md @@ -226,7 +226,7 @@ get the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/manuals/DF2DBPlus.md b/docs/manuals/DF2DBPlus.md index 117ee0ae..39d35d17 100644 --- a/docs/manuals/DF2DBPlus.md +++ b/docs/manuals/DF2DBPlus.md @@ -54,7 +54,7 @@ print('The output file is saved at ' + db.getFileName()) # Using the generated transactional database in FP-growth algorithm to discover frequent patterns obj = alg.fpGrowth(iFile=db.getFileName(), minSup='10.0') -obj.startMine() +obj.mine() patternsDF = obj.getPatternsAsDataFrame() ``` @@ -86,7 +86,7 @@ db.createTransactional(outputFile='/home/userName/temporalDB.txt') print('The output file is saved at ' + db.getFileName()) obj = alg.PFPGrowthPlus(db.getFileName(), minSup="2", maxPer="6") -obj.startMine() +obj.mine() patternsDF = obj.getPatternsAsDataFrame() ``` diff --git a/docs/manuals/evaluateMultipleAlgorithms.md b/docs/manuals/evaluateMultipleAlgorithms.md index def2b4fc..4e5a4716 100644 --- a/docs/manuals/evaluateMultipleAlgorithms.md +++ b/docs/manuals/evaluateMultipleAlgorithms.md @@ -45,7 +45,7 @@ for minSup in minSupList: obj = alg.Apriori(inputFile,minSup, sep='\t') #start the mining process - obj.startMine() + obj.mine() #append the results into the data frame result.loc[result.shape[0]] = [algorithmName, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()] @@ -67,7 +67,7 @@ for minSup in minSupList: obj = alg.FPGrowth(inputFile,minSup, sep='\t') #start the mining process - obj.startMine() + obj.mine() #append the results into the data frame result.loc[result.shape[0]] = [algorithmName, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()] @@ -88,7 +88,7 @@ for minSup in minSupList: obj = alg.ECLAT(inputFile,minSup, sep='\t') #start the mining process - obj.startMine() + obj.mine() #append the results into the data frame result.loc[result.shape[0]] = [algorithmName, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()] diff --git a/docs/manuals/terminalExecute.md b/docs/manuals/terminalExecute.md index 2e5bb8a1..21bcd4dc 100644 --- a/docs/manuals/terminalExecute.md +++ b/docs/manuals/terminalExecute.md @@ -120,7 +120,7 @@ Key concepts in each link were briefly mentioned to save your valuable time. Cli from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/manuals/utilization.md b/docs/manuals/utilization.md index 3489a13c..c30b4720 100644 --- a/docs/manuals/utilization.md +++ b/docs/manuals/utilization.md @@ -16,7 +16,7 @@ from PAMI.. import as alg obj = alg.() # Start the mining algorithm -obj.startMine() +obj.mine() # Collect the patterns discovered by the algorithm in the database discoveredPatterns = obj.getDiscoveredPatterns() @@ -59,7 +59,7 @@ minSup=400 obj = alg.FPGrowth(inputFile, minSup) #start the mining process -obj.startMine() +obj.mine() #Print the number of interesting patterns generated print("Total number of Frequent Patterns:", len(obj.getPatterns())) @@ -98,7 +98,7 @@ for constraint in constraintList: obj = alg. < algorithmName > (< input parameters >) # Start the mining algorithm - obj.startMine() + obj.mine() # store the results in the data frame result.loc[result.shape[0]] = [algorithm, constraint, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()] @@ -145,7 +145,7 @@ for minSup in minimumSupportList: #Create the object obj = alg.FPGrowth(inputFile, minSup, seperator) #start the mining process - obj.startMine() + obj.mine() #store the results in the data frame result.loc[result.shape[0]] = [algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()] diff --git a/docs/multipleMinSupFrequentPatternMining.md b/docs/multipleMinSupFrequentPatternMining.md index da219d3e..d9d841d1 100644 --- a/docs/multipleMinSupFrequentPatternMining.md +++ b/docs/multipleMinSupFrequentPatternMining.md @@ -149,7 +149,7 @@ seperator = ' ' #specify the seperator. Default seperator is ta oFile = 'frequentPatterns.txt' #specify the output file name obj = alg.CFPGrowth(iFile, mFile, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/partialPeriodicFrequentPattern.md b/docs/partialPeriodicFrequentPattern.md index 7982f0f0..f39e4cd2 100644 --- a/docs/partialPeriodicFrequentPattern.md +++ b/docs/partialPeriodicFrequentPattern.md @@ -171,7 +171,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab oFile = 'partialPeriodicFrequentPatterns.txt' #specify the output file name obj = alg.PPF_DFS(iFile, minSup, maxPer, minPR, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.savePatterns(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process @@ -186,7 +186,7 @@ obj.printResults() #Print the stats of mining process 7 seperator = ' ' #specify the seperator. Default seperator is tab space. 8 oFile = 'partialPeriodicFrequentPatterns.txt' #specify the output file name ---> 10 obj = alg.PPF_DFS(iFile, minSup, maxPer, minPR, seperator) #initialize the algorithm - 11 obj.startMine() #start the mining process + 11 obj.mine() #start the mining process 12 obj.savePatterns(oFile) #store the patterns in file diff --git a/docs/partialPeriodicPatternMining.md b/docs/partialPeriodicPatternMining.md index 4bd528f7..8aadcae3 100644 --- a/docs/partialPeriodicPatternMining.md +++ b/docs/partialPeriodicPatternMining.md @@ -120,7 +120,7 @@ seperator = ' ' #specify the seperator. Default seperator is ta oFile = 'partialPatterns.txt' #specify the output file name obj = alg.PPPGrowth(iFile, minPS, maxIAT, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/partialPeriodicSpatialPatternMining.md b/docs/partialPeriodicSpatialPatternMining.md index 04f73031..f25560e1 100644 --- a/docs/partialPeriodicSpatialPatternMining.md +++ b/docs/partialPeriodicSpatialPatternMining.md @@ -143,7 +143,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space.
    oFile = 'partialSpatialPatterns.txt' # specify the output file name
    obj = alg.STEclat(iFile, nFile, minPS, maxIAT, seperator) # initialize the algorithm
    -obj.startMine() # start the mining process
    +obj.mine() # start the mining process
    obj.save(oFile) # store the patterns in file
    df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe
    obj.printResults() # Print the stats of mining process diff --git a/docs/periodicCorrelatedPatternMining.md b/docs/periodicCorrelatedPatternMining.md index 69f7c0bf..4f204e57 100644 --- a/docs/periodicCorrelatedPatternMining.md +++ b/docs/periodicCorrelatedPatternMining.md @@ -134,7 +134,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space.
    oFile = 'periodicCorrelatedPatterns.txt' # specify the output file name
    obj = alg.EPCPGrowth(iFile, minSup, minAllConf, maxPer, maxPerAllConf, seperator) # initialize the algorithm
    -obj.startMine() # start the mining process
    +obj.mine() # start the mining process
    obj.save(oFile) # store the patterns in file
    df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe
    obj.printResults() # Print the stats of mining process diff --git a/docs/periodicFrequentPatternMining.md b/docs/periodicFrequentPatternMining.md index 50f7f248..597fe0a6 100644 --- a/docs/periodicFrequentPatternMining.md +++ b/docs/periodicFrequentPatternMining.md @@ -112,7 +112,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab oFile = 'periodicFrequentPatterns.txt' #specify the output file name obj = alg.PFPGrowth(iFile, minSup, maxPer, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/periodicFrequentSpatial.md b/docs/periodicFrequentSpatial.md index 223ce6e2..c7062ef4 100644 --- a/docs/periodicFrequentSpatial.md +++ b/docs/periodicFrequentSpatial.md @@ -145,7 +145,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'Patterns.txt' #specify the output file name
    obj = alg.GPFPMiner(iFile, nFile, minSup, maxPer, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.save(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printResults() #Print the stats of mining process diff --git a/docs/plotItemFrequencies.md b/docs/plotItemFrequencies.md index fa772d69..f956aa03 100644 --- a/docs/plotItemFrequencies.md +++ b/docs/plotItemFrequencies.md @@ -201,7 +201,7 @@ get the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/plotTransactionDistribution.md b/docs/plotTransactionDistribution.md index fa772d69..f956aa03 100644 --- a/docs/plotTransactionDistribution.md +++ b/docs/plotTransactionDistribution.md @@ -201,7 +201,7 @@ get the statistical details of a database. from PAMI.frequentPattern.basic import fpGrowth as alg obj = alg.fpGrowth(inputFile,minSup,sep) - obj.startMine() + obj.mine() obj.save('patterns.txt') df = obj.getPatternsAsDataFrame() print('Runtime: ' + str(obj.getRuntime())) diff --git a/docs/relativeFrequentPatternMining.md b/docs/relativeFrequentPatternMining.md index 4e629989..0b498011 100644 --- a/docs/relativeFrequentPatternMining.md +++ b/docs/relativeFrequentPatternMining.md @@ -121,7 +121,7 @@ seperator = ' ' # specify the seperator. Default seperator is tab space. oFile = 'frequentPatterns.txt' # specify the output file name obj = alg.RSFPGrowth(iFile, minSup, minRS, seperator) # initialize the algorithm -obj.startMine() # start the mining process +obj.mine() # start the mining process obj.save(oFile) # store the patterns in file df = obj.getPatternsAsDataFrame() # Get the patterns discovered into a dataframe obj.printResults() # Print the results of mining process diff --git a/docs/stablePeriodicPatterns.md b/docs/stablePeriodicPatterns.md index e08cee0d..902f2d5f 100644 --- a/docs/stablePeriodicPatterns.md +++ b/docs/stablePeriodicPatterns.md @@ -120,7 +120,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'stablePatterns.txt' #specify the output file name
    obj = alg.SPPGrowth(iFile, minSup, maxPer, maxLa, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.savePatterns(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printStats() #Print the stats of mining process diff --git a/docs/tutorials/evaluateMultipleAlgorithms.md b/docs/tutorials/evaluateMultipleAlgorithms.md index 88a7ce4c..768575fc 100644 --- a/docs/tutorials/evaluateMultipleAlgorithms.md +++ b/docs/tutorials/evaluateMultipleAlgorithms.md @@ -14,7 +14,7 @@ for minSup in minSupList: obj = alg.FPGrowth(dataset, minSup=minSup, sep=sep) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) @@ -25,7 +25,7 @@ for minSup in minSupList: obj = alg.ECLAT(dataset, minSup=minSup) - obj.startMine() + obj.mine() df = pd.DataFrame([algorithm, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()], index=result.columns).T result = result.append(df, ignore_index=True) diff --git a/docs/tutorials/periodicFrequentPattern.md b/docs/tutorials/periodicFrequentPattern.md index 48dc24be..35ac39b0 100644 --- a/docs/tutorials/periodicFrequentPattern.md +++ b/docs/tutorials/periodicFrequentPattern.md @@ -57,7 +57,7 @@ Step 2: Initialize and execute the mining algorithm by passing the data, minSup URL="https://www.u-aizu.ac.jp/~udayrage/datasets/temporalDatabases/temporal_T10I4D100K.csv" obj = alg.PSGrowth(iFile=URL,minSup=20,maxPer=100) #initialization - obj.startMine() #execution of the algorithm + obj.mine() #execution of the algorithm Step 3: Store the patterns in a file diff --git a/docs/uncertainFrequentPatternMining.md b/docs/uncertainFrequentPatternMining.md index 2bad06c8..3c97a08a 100644 --- a/docs/uncertainFrequentPatternMining.md +++ b/docs/uncertainFrequentPatternMining.md @@ -84,7 +84,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab oFile = 'frequentPatterns.txt' #specify the output file name
    obj = alg.PUFGrowth(iFile, minSup, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.savePatterns(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printStats() #Print the stats of mining process diff --git a/docs/uncertainPeriodicFrequentPatternMining.md b/docs/uncertainPeriodicFrequentPatternMining.md index 96b744b4..82ba1b1c 100644 --- a/docs/uncertainPeriodicFrequentPatternMining.md +++ b/docs/uncertainPeriodicFrequentPatternMining.md @@ -84,7 +84,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'periodicFrequentPatterns.txt' #specify the output file name
    obj = alg.UPFPGrowth(iFile, minSup, maxPer, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.savePatterns(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printStats() #Print the stats of mining process diff --git a/docs/weightedFrequentPattern.md b/docs/weightedFrequentPattern.md index 8a011042..07ca3caf 100644 --- a/docs/weightedFrequentPattern.md +++ b/docs/weightedFrequentPattern.md @@ -116,7 +116,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'weightedPatterns.txt' #specify the output file name
    obj = alg.WFIM(iFile, wFile, minSup, minWeight, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.savePatterns(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printStats() #Print the stats of mining process diff --git a/docs/weightedFrequentRegularPatterns.md b/docs/weightedFrequentRegularPatterns.md index 31e05c29..fd11de1f 100644 --- a/docs/weightedFrequentRegularPatterns.md +++ b/docs/weightedFrequentRegularPatterns.md @@ -137,7 +137,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'weightedFrequentRegularPatterns.txt' #specify the output file name
    obj = alg.WFRIMiner(iFile, wFile, minWS, regularity, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.save(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printResults() #Print the stats of mining process diff --git a/docs/weightedSpatialFrequentPattern.md b/docs/weightedSpatialFrequentPattern.md index f7d08020..127fb89a 100644 --- a/docs/weightedSpatialFrequentPattern.md +++ b/docs/weightedSpatialFrequentPattern.md @@ -149,7 +149,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space. oFile = 'weightedSpatialPatterns.txt' #specify the output file name obj = alg.SWFPGrowth(iFile, nFile, minWS, seperator) #initialize the algorithm -obj.startMine() #start the mining process +obj.mine() #start the mining process obj.save(oFile) #store the patterns in file df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe obj.printResults() #Print the stats of mining process diff --git a/docs/weightedUncertainFrequentPatterns.md b/docs/weightedUncertainFrequentPatterns.md index 795a1297..70498b76 100644 --- a/docs/weightedUncertainFrequentPatterns.md +++ b/docs/weightedUncertainFrequentPatterns.md @@ -121,7 +121,7 @@ seperator = ' ' #specify the seperator. Default seperator is tab space.
    oFile = 'weightedPatterns.txt' #specify the output file name
    obj = alg.WUFIM(iFile, wFile, minSup, minWeight, seperator) #initialize the algorithm
    -obj.startMine() #start the mining process
    +obj.mine() #start the mining process
    obj.savePatterns(oFile) #store the patterns in file
    df = obj.getPatternsAsDataFrame() #Get the patterns discovered into a dataframe
    obj.printStats() #Print the stats of mining process diff --git a/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.html b/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.html index 4aaca5c5..ed98e0ed 100644 --- a/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.html +++ b/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.html @@ -157,7 +157,7 @@

    SubmodulesMethods:
    -
    startMine()

    Calling this function will start the actual mining process

    +
    mine()

    Calling this function will start the actual mining process

    getPatterns()

    This function will output all interesting patterns discovered by an algorithm

    diff --git a/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.topk.html b/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.topk.html index d8d5f734..56c08a28 100644 --- a/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.topk.html +++ b/finalSphinxDocs/_build/html/PAMI.highUtilitySpatialPattern.topk.html @@ -823,7 +823,7 @@

    SubmodulesMethods:
    -
    startMine()

    Calling this function will start the actual mining process

    +
    mine()

    Calling this function will start the actual mining process

    getPatterns()

    This function will output all interesting patterns discovered by an algorithm

    diff --git a/finalSphinxDocs/_build/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html index 24ae2d36..653afcfc 100644 --- a/finalSphinxDocs/_build/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.multipleMinimumSupportBasedFrequentPattern.basic.html @@ -158,7 +158,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -387,7 +387,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/PAMI.partialPeriodicFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.partialPeriodicFrequentPattern.basic.html index fe949dd6..6a9d2b58 100644 --- a/finalSphinxDocs/_build/html/PAMI.partialPeriodicFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.partialPeriodicFrequentPattern.basic.html @@ -543,7 +543,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.basic.html index c50a329d..71d815a2 100644 --- a/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.basic.html @@ -168,7 +168,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -191,7 +191,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -427,7 +427,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -688,7 +688,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.maximal.html b/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.maximal.html index 03147c04..2e26ba3e 100644 --- a/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.maximal.html +++ b/finalSphinxDocs/_build/html/PAMI.partialPeriodicPattern.maximal.html @@ -179,7 +179,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -201,7 +201,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -421,7 +421,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -271,7 +271,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -311,7 +311,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -209,7 +209,7 @@

    SubmodulesMethods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.basic.html index 3e7c2e2d..d82d208c 100644 --- a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.basic.html @@ -141,7 +141,7 @@

    SubmodulesMethods:
      -
    • startMine()Mining process will start from here.

    • +
    • mine()Mining process will start from here.

    • getPatterns()Complete set of patterns will be retrieved with this function.

    • save(oFile)Complete set of periodic-frequent patterns will be loaded in to a output file.

    • getPatternsAsDataFrame()Complete set of periodic-frequent patterns will be loaded in to a dataframe.

    • @@ -352,7 +352,7 @@

      SubmodulesMethods:
        -
      • startMine()Mining process will start from here.

      • +
      • mine()Mining process will start from here.

      • getPatterns()Complete set of patterns will be retrieved with this function.

      • save(oFile)Complete set of periodic-frequent patterns will be loaded in to a output file.

      • getPatternsAsDataFrame()Complete set of periodic-frequent patterns will be loaded in to a dataframe.

      • @@ -615,7 +615,7 @@

        Submodules
        Methods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -639,7 +639,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -1156,7 +1156,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.closed.html b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.closed.html index f9a14cf6..a8636f7d 100644 --- a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.closed.html +++ b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.closed.html @@ -161,7 +161,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.maximal.html b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.maximal.html index f0e8958e..facdb788 100644 --- a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.maximal.html +++ b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.maximal.html @@ -172,7 +172,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -194,7 +194,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -416,7 +416,7 @@

        Submodules obj = alg.parallelPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html index bf38f439..280bdb55 100644 --- a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html +++ b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.TopkPFP.html @@ -155,7 +155,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -198,7 +198,7 @@

        Submodules obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html index c0fb2485..d89b3a44 100644 --- a/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html +++ b/finalSphinxDocs/_build/html/PAMI.periodicFrequentPattern.topk.kPFPMiner.html @@ -154,7 +154,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.recurringPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.recurringPattern.basic.html index 7d8fa291..a5cd0f05 100644 --- a/finalSphinxDocs/_build/html/PAMI.recurringPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.recurringPattern.basic.html @@ -175,7 +175,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.relativeFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.relativeFrequentPattern.basic.html index 809b8d69..0142d048 100644 --- a/finalSphinxDocs/_build/html/PAMI.relativeFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.relativeFrequentPattern.basic.html @@ -165,7 +165,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getFrequentPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.relativeHighUtilityPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.relativeHighUtilityPattern.basic.html index 04d27ab8..772b82b4 100644 --- a/finalSphinxDocs/_build/html/PAMI.relativeHighUtilityPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.relativeHighUtilityPattern.basic.html @@ -172,7 +172,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.basic.html index 64ae4f7b..edbb9fe5 100644 --- a/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.basic.html @@ -184,7 +184,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -223,7 +223,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.topK.html b/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.topK.html index 31676fe1..5ae810e5 100644 --- a/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.topK.html +++ b/finalSphinxDocs/_build/html/PAMI.stablePeriodicFrequentPattern.topK.html @@ -170,7 +170,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.uncertainFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.uncertainFrequentPattern.basic.html index ba7f2725..1140b5ae 100644 --- a/finalSphinxDocs/_build/html/PAMI.uncertainFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.uncertainFrequentPattern.basic.html @@ -187,7 +187,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -189,7 +189,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.weightedFrequentRegularPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.weightedFrequentRegularPattern.basic.html index 6ed7391a..e3ceec9f 100644 --- a/finalSphinxDocs/_build/html/PAMI.weightedFrequentRegularPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.weightedFrequentRegularPattern.basic.html @@ -168,7 +168,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        diff --git a/finalSphinxDocs/_build/html/PAMI.weightedUncertainFrequentPattern.basic.html b/finalSphinxDocs/_build/html/PAMI.weightedUncertainFrequentPattern.basic.html index 3adbf1e7..1c747cd0 100644 --- a/finalSphinxDocs/_build/html/PAMI.weightedUncertainFrequentPattern.basic.html +++ b/finalSphinxDocs/_build/html/PAMI.weightedUncertainFrequentPattern.basic.html @@ -167,7 +167,7 @@

        SubmodulesMethods:
        -
        startMine()

        Mining process will start from here

        +
        mine()

        Mining process will start from here

        getPatterns()

        Complete set of patterns will be retrieved with this function

        @@ -191,7 +191,7 @@

        Submodules
        startMine() None[source]
        -

        startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns.

        +

        mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns.

        diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMine.html b/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMine.html index 2e397c94..3baadd0e 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMine.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMine.html @@ -384,7 +384,7 @@

        Source code for PAMI.correlatedPattern.basic.CoMine

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main method to start diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html b/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html index c110d508..260ecca0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/correlatedPattern/basic/CoMinePlus.html @@ -384,7 +384,7 @@

        Source code for PAMI.correlatedPattern.basic.CoMinePlus

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine()
        diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CMine.html b/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CMine.html index b61343b3..a785d07d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CMine.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CMine.html @@ -401,7 +401,7 @@

        Source code for PAMI.coveragePattern.basic.CMine

        #print(i,tidData[i][0]) self.genPatterns(tidData[i],tidData[i+1:length])
        -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method to start """ diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CPPG.html b/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CPPG.html index f6acbedc..f8e14f4d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CPPG.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/coveragePattern/basic/CPPG.html @@ -448,7 +448,7 @@

        Source code for PAMI.coveragePattern.basic.CPPG

        < value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from this function """ diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html b/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html index b7e8c663..efa075ad 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTApriori.html @@ -392,7 +392,7 @@

        Source code for PAMI.faultTolerantFrequentPattern.basic.FTApriori

        if len(j) >= self._minLength and res >= self._minSup: self._finalPatterns[tuple(j)] = res -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fault-tolerant frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html index 771cab50..d447b4ee 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/faultTolerantFrequentPattern/basic/FTFPGrowth.html @@ -646,7 +646,7 @@

        Source code for PAMI.faultTolerantFrequentPattern.basic.FTFPGrowth

        temp = temp + self.__rankDup[i] + "\t" return temp -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Apriori.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Apriori.html index 91451c8b..da459352 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Apriori.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Apriori.html @@ -300,7 +300,7 @@

        Source code for PAMI.frequentPattern.basic.Apriori

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Aprioribitset.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Aprioribitset.html index 16bb30ca..ae4a67cf 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Aprioribitset.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/Aprioribitset.html @@ -304,7 +304,7 @@

        Source code for PAMI.frequentPattern.basic.Aprioribitset

        print("File Not Found") self._minSup = self._convert(self._minSup) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): self.mine()
        diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLAT.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLAT.html index def8e968..ac6e67f9 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLAT.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLAT.html @@ -300,7 +300,7 @@

        Source code for PAMI.frequentPattern.basic.ECLAT

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html index 7d2c5b4e..50c23b58 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATDiffset.html @@ -300,7 +300,7 @@

        Source code for PAMI.frequentPattern.basic.ECLATDiffset

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html index c4a84b11..f0b9e77a 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/ECLATbitset.html @@ -301,7 +301,7 @@

        Source code for PAMI.frequentPattern.basic.ECLATbitset

        print("File Not Found") self._minSup = self._convert(self._minSup) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html index aa83b951..c1531761 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/basic/FPGrowth.html @@ -525,7 +525,7 @@

        Source code for PAMI.frequentPattern.basic.FPGrowth

        self.__memoryUSS = process.memory_full_info().uss self.__memoryRSS = process.memory_info().rss
        -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Starting the mining process diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/closed/CHARM.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/closed/CHARM.html index e2f34209..b9bd76d0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/closed/CHARM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/closed/CHARM.html @@ -470,7 +470,7 @@

        Source code for PAMI.frequentPattern.closed.CHARM

        self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetx)), tidSetX) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from here by extracting the frequent patterns from the database. It performs prefix diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html index 78e1948d..e3967270 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/maximal/MaxFPGrowth.html @@ -743,7 +743,7 @@

        Source code for PAMI.frequentPattern.maximal.MaxFPGrowth

        t1.append(self._rankdup[i]) return t1 -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html index 9ad2568b..aa7dd56e 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelApriori.html @@ -456,7 +456,7 @@

        Source code for PAMI.frequentPattern.pyspark.parallelApriori

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html index 52639bc3..9907c771 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelECLAT.html @@ -391,7 +391,7 @@

        Source code for PAMI.frequentPattern.pyspark.parallelECLAT

        print(type(value), value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html index caacb55e..db186ff6 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/pyspark/parallelFPGrowth.html @@ -356,7 +356,7 @@

        Source code for PAMI.frequentPattern.pyspark.parallelFPGrowth

        def __init__(self, iFile, minSup, numWorkers, sep='\t'): super().__init__(iFile, minSup, int(numWorkers), sep) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/topk/FAE.html b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/topk/FAE.html index f5330cd5..e7ff213b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/topk/FAE.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/frequentPattern/topk/FAE.html @@ -397,7 +397,7 @@

        Source code for PAMI.frequentPattern.topk.FAE

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ TopK Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html index f279e0d0..b1bb141b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyCorrelatedPattern/basic/FCPGrowth.html @@ -567,7 +567,7 @@

        Source code for PAMI.fuzzyCorrelatedPattern.basic.FCPGrowth

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will startTime from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html index 9329b544..7bf5c5fe 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner.html @@ -509,7 +509,7 @@

        Source code for PAMI.fuzzyFrequentPattern.basic.FFIMiner

        print("Total ExecutionTime in seconds:", _ap.getRuntime()) else: _ap = FFIMiner('/Users/tarunsreepada/Downloads/Fuzzy_T10I4D100K.csv', 400, '\t') - # _ap.startMine() + # _ap.mine() _ap.mine() print("Total number of Fuzzy-Frequent Patterns:", len(_ap.getPatterns())) _ap.save('output.txt') diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html index acaf6555..c52bb894 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyFrequentPattern/basic/FFIMiner_old.html @@ -584,7 +584,7 @@

        Source code for PAMI.fuzzyFrequentPattern.basic.FFIMiner_old

        (quantity - self._RegionsCal[i][0]) / base) return -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html index 24b8f566..76d65c11 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.html @@ -512,7 +512,7 @@

        Source code for PAMI.fuzzyGeoreferencedFrequentPattern.basic.FFSPMiner

        < print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html index 37a93545..017a362c 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner_old.html @@ -552,7 +552,7 @@

        Source code for PAMI.fuzzyGeoreferencedFrequentPattern.basic.FFSPMiner_oldprint("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html index c66c47a1..9cf6b4f0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner.html @@ -507,7 +507,7 @@

        Source code for PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.basic.FGPFPMi print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html index cb145040..223fc492 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyGeoreferencedPeriodicFrequentPattern/basic/FGPFPMiner_old.html @@ -556,7 +556,7 @@

        Source code for PAMI.fuzzyGeoreferencedPeriodicFrequentPattern.basic.FGPFPMi (quantity - self._RegionsCal[i][0]) / base) return -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html index bbc87b51..ce304bab 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPartialPeriodicPatterns/basic/F3PMiner.html @@ -493,7 +493,7 @@

        Source code for PAMI.fuzzyPartialPeriodicPatterns.basic.F3PMiner

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ fuzzy-Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html index c5fbf688..6ef4babe 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner.html @@ -517,7 +517,7 @@

        Source code for PAMI.fuzzyPeriodicFrequentPattern.basic.FPFPMiner

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Fuzzy periodic Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html index 05621d69..536c061a 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/fuzzyPeriodicFrequentPattern/basic/FPFPMiner_old.html @@ -541,7 +541,7 @@

        Source code for PAMI.fuzzyPeriodicFrequentPattern.basic.FPFPMiner_old

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Fuzzy periodic Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html index 826c98df..cfa54821 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/geoReferencedPeriodicFrequentPattern/basic/GPFPMiner.html @@ -532,7 +532,7 @@

        Source code for PAMI.geoReferencedPeriodicFrequentPattern.basic.GPFPMinerprint("File Not Found") quit()

        -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html b/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html index 5981f0c2..c45dd0d4 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedFrequentPattern/basic/SpatialECLAT.html @@ -504,7 +504,7 @@

        Source code for PAMI.georeferencedFrequentPattern.basic.SpatialECLAT

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html b/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html index b86b67eb..4377cb58 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/georeferencedPartialPeriodicPattern/basic/STEclat.html @@ -518,7 +518,7 @@

        Source code for PAMI.georeferencedPartialPeriodicPattern.basic.STEclat

        < print("File Not Found") quit()
        -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html index 19fc4c30..eeab2f4c 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityFrequentPattern/basic/HUFIM.html @@ -630,7 +630,7 @@

        Source code for PAMI.highUtilityFrequentPattern.basic.HUFIM

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ High Utility Frequent Pattern mining start here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html index 1a32367a..4bd227b4 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityGeoreferencedFrequentPattern/basic/SHUFIM.html @@ -624,7 +624,7 @@

        Source code for PAMI.highUtilityGeoreferencedFrequentPattern.basic.SHUFIMvalue = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ High Utility Frequent Pattern mining start here @@ -1108,7 +1108,7 @@

        Source code for PAMI.highUtilityGeoreferencedFrequentPattern.basic.SHUFIM# _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5], _ab._sys.argv[6]) # if len(_ab._sys.argv) == 6: # _ap = SHUFIM(_ab._sys.argv[1], _ab._sys.argv[3], int(_ab._sys.argv[4]), _ab._sys.argv[5]) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Frequent Patterns:", len(_ap.getPatterns())) # _ap.save(_ab._sys.argv[2]) diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html index 13d042f3..cafd823d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/EFIM.html @@ -586,7 +586,7 @@

        Source code for PAMI.highUtilityPattern.basic.EFIM

        self._memoryUSS = float() self._memoryRSS = float() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Start the EFIM algorithm. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html index bb587f0a..16217768 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/HMiner.html @@ -445,7 +445,7 @@

        Source code for PAMI.highUtilityPattern.basic.HMiner

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html index ad77a80b..a5664cf0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/UPGrowth.html @@ -606,7 +606,7 @@

        Source code for PAMI.highUtilityPattern.basic.UPGrowth

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html index a4aafe4f..f9b20c28 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/basic/efimParallel.html @@ -541,7 +541,7 @@

        Source code for PAMI.highUtilityPattern.basic.efimParallel

        collections = new_collections -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -662,7 +662,7 @@

        Source code for PAMI.highUtilityPattern.basic.efimParallel

        # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html index 9834325b..324a6dbb 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilityPattern/parallel/efimparallel.html @@ -480,7 +480,7 @@

        Source code for PAMI.highUtilityPattern.parallel.efimparallel

        collections = new_collections -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Start the EFIM algorithm. @@ -605,7 +605,7 @@

        Source code for PAMI.highUtilityPattern.parallel.efimparallel

        # sep = " " # f = efimParallel(inputFile, minUtil, sep, 1) - # f.startMine() + # f.mine() # f.mine() # print("# of patterns: " + str(len(f.getPatterns()))) # print("Time taken: " + str(f.getRuntime())) diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html index 7acee852..de7f8ddd 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/abstract.html @@ -167,7 +167,7 @@

        Source code for PAMI.highUtilitySpatialPattern.abstract

        :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html index 66ee6919..c61ba5b5 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/HDSHUIM.html @@ -420,7 +420,7 @@

        Source code for PAMI.highUtilitySpatialPattern.basic.HDSHUIM

        else: return compare -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html index dd9fb7fa..c60c4f3b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/basic/SHUIM.html @@ -558,7 +558,7 @@

        Source code for PAMI.highUtilitySpatialPattern.basic.SHUIM

        def __init__(self, iFile: str, nFile: str, minUtil: int, sep: str="\t") -> None: super().__init__(iFile, nFile, minUtil, sep) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html index d1466a40..608d8c95 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/TKSHUIM.html @@ -529,7 +529,7 @@

        Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

        def __init__(self, iFile, nFile, k, sep="\t"): super().__init__(iFile, nFile, k, sep) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main function of the program. @@ -1028,7 +1028,7 @@

        Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

        # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4]), sys.argv[5]) # if len(sys.argv) == 5: # _ap = TKSHUIM(sys.argv[1], sys.argv[3], int(sys.argv[4])) - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Top K Spatial High Utility Patterns:", len(_ap.getPatterns())) # _ap.save(sys.argv[2]) @@ -1039,7 +1039,7 @@

        Source code for PAMI.highUtilitySpatialPattern.topk.TKSHUIM

        # for i in [1000, 5000]: # _ap = TKSHUIM('/Users/Likhitha/Downloads/mushroom_main_2000.txt', # '/Users/Likhitha/Downloads/mushroom_neighbors_2000.txt', i, ' ') - # _ap.startMine() + # _ap.mine() # _ap.mine() # print("Total number of Spatial High Utility Patterns:", len(_ap.getPatterns())) # print("Total Memory in USS:", _ap.getMemoryUSS()) diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html index 716c0f8e..b817e95a 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/highUtilitySpatialPattern/topk/abstract.html @@ -166,7 +166,7 @@

        Source code for PAMI.highUtilitySpatialPattern.topk.abstract

        :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html index 643f5945..54a036e7 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPGrowth.html @@ -855,7 +855,7 @@

        Source code for PAMI.localPeriodicPattern.basic.LPPGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html index 6da348f6..01617052 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMBreadth.html @@ -567,7 +567,7 @@

        Source code for PAMI.localPeriodicPattern.basic.LPPMBreadth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html index 124d627b..f043f0ac 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/localPeriodicPattern/basic/LPPMDepth.html @@ -538,7 +538,7 @@

        Source code for PAMI.localPeriodicPattern.basic.LPPMDepth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Mining process start from here. This function calls createTSlist and generateLPP. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html index 125ef90e..f32974ec 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowth.html @@ -104,7 +104,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro # # obj = alg.basic(iFile, mIS) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -385,7 +385,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -429,7 +429,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro obj = alg.basic(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -639,7 +639,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro temp = temp + self.__rankDup[i] + "\t" return temp -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html b/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html index 2d90f48b..67d28866 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/multipleMinimumSupportBasedFrequentPattern/basic/CFPGrowthPlus.html @@ -343,7 +343,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -387,7 +387,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro obj = alg.CFPGrowthPlus(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -594,7 +594,7 @@

        Source code for PAMI.multipleMinimumSupportBasedFrequentPattern.basic.CFPGro temp = temp + self.__rankDup[i] + " " return temp -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html index e4e434ca..04dddd8d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicFrequentPattern/basic/abstract.html @@ -136,7 +136,7 @@

        Source code for PAMI.partialPeriodicFrequentPattern.basic.abstract

        To store the total amount of RSS memory consumed by the program :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html index 1621dbf6..8bdd0d0f 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/GThreePGrowth.html @@ -103,7 +103,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

        # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -436,7 +436,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -459,7 +459,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

        by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -480,7 +480,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.GThreePGrowth

        obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html index ac490fe3..45edef30 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPPGrowth.html @@ -104,7 +104,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

        # # obj = alg.PPPGrowth(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -275,7 +275,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -298,7 +298,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

        by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -323,7 +323,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

        obj = alg.PPPGrowth(iFile, minPS, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -430,7 +430,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPPGrowth

        return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html index 9c43c20c..ff3637b7 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/basic/PPP_ECLAT.html @@ -103,7 +103,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

        # # obj = alg.PPP_ECLAT(iFile, minPS, period) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -215,7 +215,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -258,7 +258,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

        obj = alg.PPP_ECLAT(iFile, minPS,period) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -394,7 +394,7 @@

        Source code for PAMI.partialPeriodicPattern.basic.PPP_ECLAT

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program start with extracting the periodic frequent items from the database and diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html index 9200a49e..77d0f768 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/closed/PPPClose.html @@ -103,7 +103,7 @@

        Source code for PAMI.partialPeriodicPattern.closed.PPPClose

        # # obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -218,7 +218,7 @@

        Source code for PAMI.partialPeriodicPattern.closed.PPPClose

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -255,7 +255,7 @@

        Source code for PAMI.partialPeriodicPattern.closed.PPPClose

        obj = alg.PPPClose("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -541,7 +541,7 @@

        Source code for PAMI.partialPeriodicPattern.closed.PPPClose

        self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetX) -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html index 56cb6acb..0b799d7d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/maximal/Max3PGrowth.html @@ -107,7 +107,7 @@

        Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

        # # obj = alg.ThreePGrowth(iFile, periodicSupport, period) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.partialPeriodicPatterns() # @@ -553,7 +553,7 @@

        Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

        :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -575,7 +575,7 @@

        Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

        update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -594,7 +594,7 @@

        Source code for PAMI.partialPeriodicPattern.maximal.Max3PGrowth

        obj = alg.ThreePGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.partialPeriodicPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html index ef7d1366..ea97eacb 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/pyspark/parallel3PGrowth.html @@ -102,7 +102,7 @@

        Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

        # # obj = alg.parallel3PGrowth(iFile, minPS, period,numWorkers) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -479,7 +479,7 @@

        Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -502,7 +502,7 @@

        Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

        by decreasing support buildTree() constrcuts the main tree by setting the root node as null - startMine() + mine() main program to mine the partial periodic patterns **Executing the code on terminal:** @@ -526,7 +526,7 @@

        Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

        obj = alg.4PGrowth(iFile, periodicSupport, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -572,7 +572,7 @@

        Source code for PAMI.partialPeriodicPattern.pyspark.parallel3PGrowth

        numPartitions = 5 -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main method where the patterns are mined by constructing tree. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html index 036df87a..b41de308 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/abstract.html @@ -160,7 +160,7 @@

        Source code for PAMI.partialPeriodicPattern.topk.abstract

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html index e4ef2e18..868fdc81 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPattern/topk/k3PMiner.html @@ -105,7 +105,7 @@

        Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

        # # obj = alg.k3PMiner(iFile, k, periodicity) # -# obj.startMine() +# obj.mine() # # partialPeriodicPatterns = obj.getPatterns() # @@ -203,7 +203,7 @@

        Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -248,7 +248,7 @@

        Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

        obj = alg.Topk_PPPGrowth(iFile, k, period) - obj.startMine() + obj.mine() partialPeriodicPatterns = obj.getPatterns() @@ -490,7 +490,7 @@

        Source code for PAMI.partialPeriodicPattern.topk.k3PMiner

        self._Generation(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetI) -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html index 1906aa64..f715c52b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/partialPeriodicPatternInMultipleTimeSeries/PPGrowth.html @@ -102,7 +102,7 @@

        Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

        # # obj = alg.PPGrowth(iFile, minSup, maxPer) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -467,7 +467,7 @@

        Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -516,7 +516,7 @@

        Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

        obj = alg.PPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -718,7 +718,7 @@

        Source code for PAMI.partialPeriodicPatternInMultipleTimeSeries.PPGrowth

        self._Database=newDatabase return rechangeDic -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html index f082a08d..5f288a1e 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicCorrelatedPattern/basic/EPCPGrowth.html @@ -104,7 +104,7 @@

        Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

        # # obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) # -# obj.startMine() +# obj.mine() # # periodicCorrelatedPatterns = obj.getPatterns() # @@ -480,7 +480,7 @@

        Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -521,7 +521,7 @@

        Source code for PAMI.periodicCorrelatedPattern.basic.EPCPGrowth

        obj = alg.EPCPGrowth(iFile, minSup, minAllCOnf, maxPer, maxPerAllConf) - obj.startMine() + obj.mine() periodicCorrelatedPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html index 5c2d84e0..bdf18e6f 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFECLAT.html @@ -186,7 +186,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

        - **tidList** (*dict*) -- *stores the timestamps of an item.* - **hashing** (*dict*) -- *stores the patterns with their support to check for the closed property.* - :**Methods**: - **startMine()** -- *Mining process will start from here.* + :**Methods**: - **mine()** -- *Mining process will start from here.* - **getPatterns()** -- *Complete set of patterns will be retrieved with this function.* - **save(oFile)** -- *Complete set of periodic-frequent patterns will be loaded in to a output file.* - **getPatternsAsDataFrame()** -- *Complete set of periodic-frequent patterns will be loaded in to a dataframe.* @@ -336,7 +336,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFECLAT

        print("File Not Found") quit() -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine()
        diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html index 341ea7f6..f7c5be7f 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowth.html @@ -243,7 +243,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

        - **tree** (*class*) -- *it represents the Tree class.* - **itemSetCount** (*int*) -- *it represents the total no of patterns.* - :**Methods**: - **startMine()** -- *Mining process will start from here.* + :**Methods**: - **mine()** -- *Mining process will start from here.* - **getPatterns()** -- *Complete set of patterns will be retrieved with this function.* - **save(oFile)** -- *Complete set of periodic-frequent patterns will be loaded in to a output file.* - **getPatternsAsDataFrame()** -- *Complete set of periodic-frequent patterns will be loaded in to a dataframe.* @@ -393,7 +393,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: self.mine()
        diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html index c201ad13..0e33f636 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPGrowthPlus.html @@ -105,7 +105,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

        # # obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -439,7 +439,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -463,7 +463,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

        update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program @@ -491,7 +491,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPGrowthPlus

        obj = alg.PFPGrowthPlus("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html index d639dc1e..b52d1492 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PFPMC.html @@ -104,7 +104,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPMC

        # # obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -220,7 +220,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPMC

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -266,7 +266,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PFPMC

        obj = alg.PFPMC("../basic/sampleTDB.txt", "2", "5") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html index 522e8f37..bef4635d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/basic/PSGrowth.html @@ -104,7 +104,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

        # # obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -724,7 +724,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -770,7 +770,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

        obj = alg.PSGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -926,7 +926,7 @@

        Source code for PAMI.periodicFrequentPattern.basic.PSGrowth

        rootNode.addTransaction(list2[1:], list2[0]) return rootNode -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html index 5f4a6cda..e5adc5c4 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/closed/CPFPMiner.html @@ -105,7 +105,7 @@

        Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

        # # obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -210,7 +210,7 @@

        Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -254,7 +254,7 @@

        Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

        obj = alg.CPFPMiner("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -546,7 +546,7 @@

        Source code for PAMI.periodicFrequentPattern.closed.CPFPMiner

        self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetX) -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html index 088ca979..11564ae0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/maximal/MaxPFGrowth.html @@ -101,7 +101,7 @@

        Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

        # # obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -547,7 +547,7 @@

        Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -569,7 +569,7 @@

        Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

        update the Databases by removing aperiodic items and sort the Database by item decreased support buildTree() after updating the Databases ar added into the tree by setting root node as null - startMine() + mine() the main method to run the program **Executing the code on terminal:** @@ -596,7 +596,7 @@

        Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

        obj = alg.MaxPFGrowth("../basic/sampleTDB.txt", "2", "6") - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -778,7 +778,7 @@

        Source code for PAMI.periodicFrequentPattern.maximal.MaxPFGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html index 2cd4d535..1fc51548 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/pyspark/parallelPFPGrowth.html @@ -102,7 +102,7 @@

        Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

        < # # obj = alg.parallelPFPGrowth(iFile, minSup, maxPer, noWorkers) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -470,7 +470,7 @@

        Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

        < :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -522,7 +522,7 @@

        Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

        < obj = alg.parallelPFPGrowth(iFile, minSup, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -717,7 +717,7 @@

        Source code for PAMI.periodicFrequentPattern.pyspark.parallelPFPGrowth

        < value = int(value) return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Start the mining process diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html index ee03ab32..41048a7a 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/TopkPFP/TopkPFP.html @@ -102,7 +102,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

        # # obj = alg.TopkPFPGrowth(iFile, k, maxPer,oFile) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -192,7 +192,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -237,7 +237,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

        obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -473,7 +473,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.TopkPFP.TopkPFP

        self._Generation(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetX)), tidSetI) -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Main function of the program diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html index e343d9b7..bdde1e9e 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/periodicFrequentPattern/topk/kPFPMiner/kPFPMiner.html @@ -102,7 +102,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

        # # obj = alg.kPFPMiner(iFile, k) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -193,7 +193,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -239,7 +239,7 @@

        Source code for PAMI.periodicFrequentPattern.topk.kPFPMiner.kPFPMiner

        obj = alg.kPFPMiner(iFile, k) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html index 1ba07bc0..4a558093 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/recurringPattern/basic/RPGrowth.html @@ -103,7 +103,7 @@

        Source code for PAMI.recurringPattern.basic.RPGrowth

        # # obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) # -# obj.startMine() +# obj.mine() # # periodicFrequentPatterns = obj.getPatterns() # @@ -485,7 +485,7 @@

        Source code for PAMI.recurringPattern.basic.RPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -534,7 +534,7 @@

        Source code for PAMI.recurringPattern.basic.RPGrowth

        obj = alg.RPGrowth(iFile, maxPer, minPS, minRec) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() @@ -719,7 +719,7 @@

        Source code for PAMI.recurringPattern.basic.RPGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html index c3751021..bc508422 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/relativeFrequentPattern/basic/RSFPGrowth.html @@ -104,7 +104,7 @@

        Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

        # # obj = alg.RSFPGrowth(iFile, minSup, __minRatio) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -404,7 +404,7 @@

        Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getFrequentPatterns() Complete set of patterns will be retrieved with this function @@ -458,7 +458,7 @@

        Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

        obj = alg.RSFPGrowth(iFile, minSup, __minRatio) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -697,7 +697,7 @@

        Source code for PAMI.relativeFrequentPattern.basic.RSFPGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ Main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html index 7d9228ce..718edd1b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/relativeHighUtilityPattern/basic/RHUIM.html @@ -104,7 +104,7 @@

        Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

        # # obj = alg.RHUIM("input.txt", 35, 20) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -453,7 +453,7 @@

        Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -509,7 +509,7 @@

        Source code for PAMI.relativeHighUtilityPattern.basic.RHUIM

        obj=alg.RHUIM("input.txt", 35, 20) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html index 93f1080d..2f43e170 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPEclat.html @@ -106,7 +106,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

        # # obj = alg.SPPEclat("../basic/sampleTDB.txt", 5, 3, 3) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -229,7 +229,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -276,7 +276,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

        obj = alg.PFPECLAT("../basic/sampleTDB.txt", 5, 3, 3) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -444,7 +444,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPEclat

        maxla = max(laList) return maxla -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Method to start the mining of patterns diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html index e10f558f..6bc44a5d 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/basic/SPPGrowth.html @@ -106,7 +106,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

        # # obj = alg.SPPGrowth(iFile, minSup, maxPer, maxLa) # -# obj.startMine() +# obj.mine() # # Patterns = obj.getPatterns() # @@ -435,7 +435,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -483,7 +483,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

        obj = alg.topk(iFile, minSup, maxPer, maxLa) - obj.startMine() + obj.mine() Patterns = obj.getPatterns() @@ -679,7 +679,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.basic.SPPGrowth

        value = int(value) return value -
        [docs] @deprecated("It is recommended to use mine() instead of startMine() for mining process") +
        [docs] @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ Mining process will start from this function diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html index e23917b2..2cefebfb 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/stablePeriodicFrequentPattern/topK/TSPIN.html @@ -104,7 +104,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

        # # obj = alg.TSPIN(iFile, maxPer, maxLa, k) # -# obj.startMine() +# obj.mine() # # stablePeriodicFrequentPatterns = obj.getPatterns() # @@ -469,7 +469,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -512,7 +512,7 @@

        Source code for PAMI.stablePeriodicFrequentPattern.topK.TSPIN

        obj = alg.TSPIN(iFile, maxPer, maxLa, k) - obj.startMine() + obj.mine() stablePeriodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html index f83d4c9e..69c3570b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFaultTolerantFrequentPattern/VBFTMine.html @@ -447,7 +447,7 @@

        Source code for PAMI.uncertainFaultTolerantFrequentPattern.VBFTMine

        return Vector, items
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html index 5b81fc07..c16ea6c0 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/CUFPTree.html @@ -517,7 +517,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

        After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -786,7 +786,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.CUFPTree

        self._finalPatterns[sample] = y
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html index db1e1333..f260ed45 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/PUFGrowth.html @@ -491,7 +491,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

        After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -525,7 +525,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

        obj = alg.PUFGrowth(iFile, minSup) - obj.startmine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -754,7 +754,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.PUFGrowth

        sample = sample + i + "\t" self._finalPatterns[sample] = y -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html index 5c12664c..d38c76a9 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TUFP.html @@ -107,7 +107,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TUFP

        # # obj = alg.TUFP(iFile, minSup) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -257,7 +257,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TUFP

        After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -292,7 +292,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TUFP

        obj = alg.TUFP(iFile, minSup) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -515,7 +515,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TUFP

        self._Generation(newPrefix, classItemSets, classTidSets) # self.save(prefix, list(set(itemSetX)), tidSetI) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -656,7 +656,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TUFP

        print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html index 31ebb241..1764f22b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainFrequentPattern/basic/TubeP.html @@ -257,7 +257,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TubeP

        After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -514,7 +514,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TubeP

        self._Generation(newPrefix, classItemSets, classTidSets) #self.save(prefix, list(set(itemSetX)), tidSetI) -
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") +
        [docs] @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns @@ -656,7 +656,7 @@

        Source code for PAMI.uncertainFrequentPattern.basic.TubeP

        print("Total ExecutionTime in ms:", _run) else: '''ap = TUFP("/home/apiiit-rkv/Desktop/uncertain/tubeSample", 10, ' ') - ap.startMine() + ap.mine() Patterns = ap.getPatterns() print("Total number of Patterns:", len(Patterns)) ap.save("patterns.txt") diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html index faaf9682..70aaa19b 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainGeoreferencedFrequentPattern/basic/GFPGrowth.html @@ -496,7 +496,7 @@

        Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -520,7 +520,7 @@

        Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowth After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -834,7 +834,7 @@

        Source code for PAMI.uncertainGeoreferencedFrequentPattern.basic.GFPGrowthself._finalPatterns[sample] = y
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html index f7600538..0afba3f3 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowth.html @@ -880,7 +880,7 @@

        Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowth

        < self._finalPatterns[sample] = y
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html index 2e7c91fe..7820c1e2 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/uncertainPeriodicFrequentPattern/basic/UPFPGrowthPlus.html @@ -580,7 +580,7 @@

        Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -879,7 +879,7 @@

        Source code for PAMI.uncertainPeriodicFrequentPattern.basic.UPFPGrowthPlus#print("Total false patterns generated:", len(self._periodic) - count)
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html index 3b35e920..6ec316d7 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentNeighbourhoodPattern/basic/SWFPGrowth.html @@ -767,7 +767,7 @@

        Source code for PAMI.weightedFrequentNeighbourhoodPattern.basic.SWFPGrowthreturn temp
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html index e530ed7e..13d142c6 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentPattern/basic/WFIM.html @@ -677,7 +677,7 @@

        Source code for PAMI.weightedFrequentPattern.basic.WFIM

        return temp
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html index b194aa2c..09d8fcad 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/weightedFrequentRegularPattern/basic/WFRIMiner.html @@ -497,7 +497,7 @@

        Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -780,7 +780,7 @@

        Source code for PAMI.weightedFrequentRegularPattern.basic.WFRIMiner

        return temp
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/finalSphinxDocs/_build/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html b/finalSphinxDocs/_build/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html index 893296a9..241e6a62 100644 --- a/finalSphinxDocs/_build/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html +++ b/finalSphinxDocs/_build/html/_modules/PAMI/weightedUncertainFrequentPattern/basic/WUFIM.html @@ -489,7 +489,7 @@

        Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

        :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -513,7 +513,7 @@

        Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

        After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -825,10 +825,10 @@

        Source code for PAMI.weightedUncertainFrequentPattern.basic.WUFIM

        self._finalPatterns[sample] = y
        [docs] @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ - startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. + mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. """ self.mine()
        diff --git a/finalSphinxDocs/_build/html/genindex.html b/finalSphinxDocs/_build/html/genindex.html index 7c39d39c..1719c3f5 100644 --- a/finalSphinxDocs/_build/html/genindex.html +++ b/finalSphinxDocs/_build/html/genindex.html @@ -6695,7 +6695,7 @@

        S

      • (PAMI.extras.fuzzyTransformation.transactionalToFuzzy.transactionalToFuzzy method)
      -
    • startMine() (PAMI.correlatedPattern.basic.CoMine.CoMine method), [1] +
    • mine() (PAMI.correlatedPattern.basic.CoMine.CoMine method), [1]
      • (PAMI.correlatedPattern.basic.CoMinePlus.CoMinePlus method), [1] diff --git a/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html b/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html index 1b011de9..e1c549e9 100644 --- a/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html +++ b/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowth.html @@ -173,7 +173,7 @@
    • Methods:
      -
      startMine()

      Mining process will start from here

      +
      mine()

      Mining process will start from here

      getPatterns()

      Complete set of patterns will be retrieved with this function

      diff --git a/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html b/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html index 956ee7bf..675eb0bd 100644 --- a/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/multipleMinimumSupportBasedFrequentPatternBasicCFPGrowthPlus.html @@ -172,7 +172,7 @@
      Methods:
      -
      startMine()

      Mining process will start from here

      +
      mine()

      Mining process will start from here

      getPatterns()

      Complete set of patterns will be retrieved with this function

      diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html b/finalSphinxDocs/_build/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html index 78d7a670..59bee00e 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternInMultipleTimeSeriesPPGrowth.html @@ -178,7 +178,7 @@
      Methods:
      -
      startMine()

      Mining process will start from here

      +
      mine()

      Mining process will start from here

      getPatterns()

      Complete set of patterns will be retrieved with this function

      @@ -218,7 +218,7 @@

      from PAMI.periodicFrequentPattern.basic import PPGrowth as alg

      obj = alg.PPGrowth(iFile, minSup, maxPer)

      -

      obj.startMine()

      +

      obj.mine()

      periodicFrequentPatterns = obj.getPatterns()

      print(“Total number of Periodic Frequent Patterns:”, len(periodicFrequentPatterns))

      obj.save(oFile)

      diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicGThreePGrowth.html b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicGThreePGrowth.html index ff6b0fcf..78f4bea1 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicGThreePGrowth.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicGThreePGrowth.html @@ -189,7 +189,7 @@
      Methods:
      -
      startMine()

      Mining process will start from here

      +
      mine()

      Mining process will start from here

      getPatterns()

      Complete set of patterns will be retrieved with this function

      @@ -212,7 +212,7 @@
      buildTree()

      constrcuts the main tree by setting the root node as null

      -
      startMine()

      main program to mine the partial periodic patterns

      +
      mine()

      main program to mine the partial periodic patterns

    diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPPGrowth.html b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPPGrowth.html index 77386cf4..73c003d3 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPPGrowth.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPPGrowth.html @@ -189,7 +189,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -212,7 +212,7 @@
    buildTree()

    constrcuts the main tree by setting the root node as null

    -
    startMine()

    main program to mine the partial periodic patterns

    +
    mine()

    main program to mine the partial periodic patterns

    diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPP_ECLAT.html b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPP_ECLAT.html index b88409b5..f8587357 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPP_ECLAT.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternbasicPPP_ECLAT.html @@ -191,7 +191,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -229,7 +229,7 @@

    from PAMI.periodicFrequentPattern.basic import PPP_ECLAT as alg

    obj = alg.PPP_ECLAT(iFile, minPS,period)

    -

    obj.startMine()

    +

    obj.mine()

    Patterns = obj.getPatterns()

    print(“Total number of partial periodic patterns:”, len(Patterns))

    obj.save(oFile)

    diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternclosedPPPClose.html b/finalSphinxDocs/_build/html/partialPeriodicPatternclosedPPPClose.html index 71a76d5c..226c6410 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternclosedPPPClose.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternclosedPPPClose.html @@ -188,7 +188,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatternmaximalMax3PGrowth.html b/finalSphinxDocs/_build/html/partialPeriodicPatternmaximalMax3PGrowth.html index 9038aa0d..efc672c8 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatternmaximalMax3PGrowth.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatternmaximalMax3PGrowth.html @@ -198,7 +198,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -220,7 +220,7 @@
    buildTree()

    after updating the Databases ar added into the tree by setting root node as null

    -
    startMine()

    the main method to run the program

    +
    mine()

    the main method to run the program

    diff --git a/finalSphinxDocs/_build/html/partialPeriodicPatterntopkk3PMiner.html b/finalSphinxDocs/_build/html/partialPeriodicPatterntopkk3PMiner.html index 21c10065..9e6cfa06 100644 --- a/finalSphinxDocs/_build/html/partialPeriodicPatterntopkk3PMiner.html +++ b/finalSphinxDocs/_build/html/partialPeriodicPatterntopkk3PMiner.html @@ -174,7 +174,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -214,7 +214,7 @@

    import PAMI.partialPeriodicPattern.topk.k3PMiner as alg

    obj = alg.Topk_PPPGrowth(iFile, k, period)

    -

    obj.startMine()

    +

    obj.mine()

    partialPeriodicPatterns = obj.getPatterns()

    print(“Total number of top partial periodic Patterns:”, len(partialPeriodicPatterns))

    obj.save(oFile)

    diff --git a/finalSphinxDocs/_build/html/periodicCorrelatedPatternbasicEPCPGrowth.html b/finalSphinxDocs/_build/html/periodicCorrelatedPatternbasicEPCPGrowth.html index e5c38253..b678a7af 100644 --- a/finalSphinxDocs/_build/html/periodicCorrelatedPatternbasicEPCPGrowth.html +++ b/finalSphinxDocs/_build/html/periodicCorrelatedPatternbasicEPCPGrowth.html @@ -180,7 +180,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFECLAT.html b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFECLAT.html index 04858c20..dfef63c8 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFECLAT.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFECLAT.html @@ -163,7 +163,7 @@
    Methods:
      -
    • startMine()Mining process will start from here.

    • +
    • mine()Mining process will start from here.

    • getPatterns()Complete set of patterns will be retrieved with this function.

    • save(oFile)Complete set of periodic-frequent patterns will be loaded in to a output file.

    • getPatternsAsDataFrame()Complete set of periodic-frequent patterns will be loaded in to a dataframe.

    • diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowth.html b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowth.html index 21b072ff..a26a9ece 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowth.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowth.html @@ -161,7 +161,7 @@
    Methods:
      -
    • startMine()Mining process will start from here.

    • +
    • mine()Mining process will start from here.

    • getPatterns()Complete set of patterns will be retrieved with this function.

    • save(oFile)Complete set of periodic-frequent patterns will be loaded in to a output file.

    • getPatternsAsDataFrame()Complete set of periodic-frequent patterns will be loaded in to a dataframe.

    • diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowthPlus.html b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowthPlus.html index 6289b276..475cf824 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPGrowthPlus.html @@ -203,7 +203,7 @@
      Methods:
      -
      startMine()

      Mining process will start from here

      +
      mine()

      Mining process will start from here

      getPatterns()

      Complete set of patterns will be retrieved with this function

      @@ -227,7 +227,7 @@
      buildTree()

      after updating the Databases ar added into the tree by setting root node as null

      -
      startMine()

      the main method to run the program

      +
      mine()

      the main method to run the program

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPMC.html b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPMC.html index ed48ac02..d5fc48f5 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPMC.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPFPMC.html @@ -195,7 +195,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPSGrowth.html b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPSGrowth.html index 54f51b38..d123cb8d 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPSGrowth.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternbasicPSGrowth.html @@ -236,7 +236,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternclosedCPFPMiner.html b/finalSphinxDocs/_build/html/periodicFrequentPatternclosedCPFPMiner.html index 1bcf3456..aa3ae583 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternclosedCPFPMiner.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternclosedCPFPMiner.html @@ -179,7 +179,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatternmaximalMaxPFGrowth.html b/finalSphinxDocs/_build/html/periodicFrequentPatternmaximalMaxPFGrowth.html index d3f6a596..84ca3ed2 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatternmaximalMaxPFGrowth.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatternmaximalMaxPFGrowth.html @@ -190,7 +190,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -212,7 +212,7 @@
    buildTree()

    after updating the Databases ar added into the tree by setting root node as null

    -
    startMine()

    the main method to run the program

    +
    mine()

    the main method to run the program

    diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html b/finalSphinxDocs/_build/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html index 4b54eaeb..ee786e25 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatterntopkTopkPFPTopkPFP.html @@ -174,7 +174,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -217,7 +217,7 @@ obj = alg.TopkPFPGrowth(iFile, k, maxPer) - obj.startMine() + obj.mine() periodicFrequentPatterns = obj.getPatterns() diff --git a/finalSphinxDocs/_build/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html b/finalSphinxDocs/_build/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html index 9130db8d..a86e04da 100644 --- a/finalSphinxDocs/_build/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html +++ b/finalSphinxDocs/_build/html/periodicFrequentPatterntopkkPFPMinerkPFPMiner.html @@ -170,7 +170,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/recurringPatternbasicRPGrowth.html b/finalSphinxDocs/_build/html/recurringPatternbasicRPGrowth.html index 5fae3d99..d7cf0a75 100644 --- a/finalSphinxDocs/_build/html/recurringPatternbasicRPGrowth.html +++ b/finalSphinxDocs/_build/html/recurringPatternbasicRPGrowth.html @@ -190,7 +190,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/relativeFrequentPatternBasicRSFPGrowth.html b/finalSphinxDocs/_build/html/relativeFrequentPatternBasicRSFPGrowth.html index 7c8464ac..1137996b 100644 --- a/finalSphinxDocs/_build/html/relativeFrequentPatternBasicRSFPGrowth.html +++ b/finalSphinxDocs/_build/html/relativeFrequentPatternBasicRSFPGrowth.html @@ -179,7 +179,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getFrequentPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/relativeHighUtilityPatternBasicRHUIM.html b/finalSphinxDocs/_build/html/relativeHighUtilityPatternBasicRHUIM.html index d29798f7..f2389e70 100644 --- a/finalSphinxDocs/_build/html/relativeHighUtilityPatternBasicRHUIM.html +++ b/finalSphinxDocs/_build/html/relativeHighUtilityPatternBasicRHUIM.html @@ -188,7 +188,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPEclat.html b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPEclat.html index 992eb07c..dd348749 100644 --- a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPEclat.html +++ b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPEclat.html @@ -201,7 +201,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -240,7 +240,7 @@

    from PAMI.stablePeriodicFrequentPattern.basic import basic as alg

    obj = alg.PFPECLAT(“../basic/sampleTDB.txt”, 5, 3, 3)

    -

    obj.startMine()

    +

    obj.mine()

    Patterns = obj.getPatterns()

    print(“Total number of Stable Periodic Frequent Patterns:”, len(Patterns))

    obj.save(“patterns”)

    diff --git a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPGrowth.html b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPGrowth.html index 1e557138..64459a62 100644 --- a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPGrowth.html +++ b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatternbasicSPPGrowth.html @@ -199,7 +199,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatterntopKTSPIN.html b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatterntopKTSPIN.html index a5fcdabd..7a87e6b4 100644 --- a/finalSphinxDocs/_build/html/stablePeriodicFrequentPatterntopKTSPIN.html +++ b/finalSphinxDocs/_build/html/stablePeriodicFrequentPatterntopKTSPIN.html @@ -186,7 +186,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicCUFPTree.html b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicCUFPTree.html index ac52399b..16e97595 100644 --- a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicCUFPTree.html +++ b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicCUFPTree.html @@ -204,7 +204,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicPUFGrowth.html b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicPUFGrowth.html index 30a42b21..5ab79971 100644 --- a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicPUFGrowth.html +++ b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicPUFGrowth.html @@ -192,7 +192,7 @@

    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTUFP.html b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTUFP.html index c2337737..2c427b69 100644 --- a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTUFP.html +++ b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTUFP.html @@ -192,7 +192,7 @@

    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTubeP.html b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTubeP.html index e76ae79a..5e12f56a 100644 --- a/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTubeP.html +++ b/finalSphinxDocs/_build/html/uncertainFrequentPatternBasicTubeP.html @@ -192,7 +192,7 @@

    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/finalSphinxDocs/_build/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html b/finalSphinxDocs/_build/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html index 664bc6d7..5044f45f 100644 --- a/finalSphinxDocs/_build/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html +++ b/finalSphinxDocs/_build/html/uncertainGeoreferencedFrequentPatternBasicGFPGrowth.html @@ -176,7 +176,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    @@ -200,7 +200,7 @@
    convert()

    to convert the user specified value

    -
    startMine()

    Mining process will start from this function

    +
    mine()

    Mining process will start from this function

    diff --git a/finalSphinxDocs/_build/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html b/finalSphinxDocs/_build/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html index 109ed890..5b592d3f 100644 --- a/finalSphinxDocs/_build/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html +++ b/finalSphinxDocs/_build/html/uncertainPeriodicFrequentPatternBasicUPFPGrowthPlus.html @@ -184,7 +184,7 @@

    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/finalSphinxDocs/_build/html/weightedFrequentRegularPatternBasicWFRIMiner.html b/finalSphinxDocs/_build/html/weightedFrequentRegularPatternBasicWFRIMiner.html index 78310999..ceae4bc9 100644 --- a/finalSphinxDocs/_build/html/weightedFrequentRegularPatternBasicWFRIMiner.html +++ b/finalSphinxDocs/_build/html/weightedFrequentRegularPatternBasicWFRIMiner.html @@ -184,7 +184,7 @@
    Methods:
    -
    startMine()

    Mining process will start from here

    +
    mine()

    Mining process will start from here

    getPatterns()

    Complete set of patterns will be retrieved with this function

    diff --git a/notebooks/georeferencedFrequentSequencePattern/basic/GFSPm.ipynb b/notebooks/georeferencedFrequentSequencePattern/basic/GFSPm.ipynb index b6d4049f..92c17b7e 100644 --- a/notebooks/georeferencedFrequentSequencePattern/basic/GFSPm.ipynb +++ b/notebooks/georeferencedFrequentSequencePattern/basic/GFSPm.ipynb @@ -53,8 +53,8 @@ "text": [ "Collecting pami\n", " Downloading pami-2023.11.17.1-py3-none-any.whl (884 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m884.6/884.6 kB\u001b[0m \u001b[31m5.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from pami) (5.9.5)\n", + "\u001B[2K \u001B[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[32m884.6/884.6 kB\u001B[0m \u001B[31m5.7 MB/s\u001B[0m eta \u001B[36m0:00:00\u001B[0m\n", + "\u001B[?25hRequirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from pami) (5.9.5)\n", "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from pami) (1.5.3)\n", "Requirement already satisfied: plotly in /usr/local/lib/python3.10/dist-packages (from pami) (5.15.0)\n", "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from pami) (3.7.1)\n", @@ -67,8 +67,8 @@ "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from pami) (1.23.5)\n", "Collecting sphinx-rtd-theme (from pami)\n", " Downloading sphinx_rtd_theme-1.3.0-py2.py3-none-any.whl (2.8 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m11.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->pami) (1.2.0)\n", + "\u001B[2K \u001B[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[32m2.8/2.8 MB\u001B[0m \u001B[31m11.9 MB/s\u001B[0m eta \u001B[36m0:00:00\u001B[0m\n", + "\u001B[?25hRequirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->pami) (1.2.0)\n", "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib->pami) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib->pami) (4.44.3)\n", "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib->pami) (1.4.5)\n", @@ -79,18 +79,18 @@ "Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from plotly->pami) (8.2.3)\n", "Collecting JsonForm>=0.0.2 (from resource->pami)\n", " Downloading JsonForm-0.0.2.tar.gz (2.4 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Preparing metadata (setup.py) ... \u001B[?25l\u001B[?25hdone\n", "Collecting JsonSir>=0.0.2 (from resource->pami)\n", " Downloading JsonSir-0.0.2.tar.gz (2.2 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Preparing metadata (setup.py) ... \u001B[?25l\u001B[?25hdone\n", "Collecting python-easyconfig>=0.1.0 (from resource->pami)\n", " Downloading Python_EasyConfig-0.1.7-py2.py3-none-any.whl (5.4 kB)\n", "Requirement already satisfied: sphinx<8,>=1.6 in /usr/local/lib/python3.10/dist-packages (from sphinx-rtd-theme->pami) (5.0.2)\n", "Requirement already satisfied: docutils<0.19 in /usr/local/lib/python3.10/dist-packages (from sphinx-rtd-theme->pami) (0.18.1)\n", "Collecting sphinxcontrib-jquery<5,>=4 (from sphinx-rtd-theme->pami)\n", " Downloading sphinxcontrib_jquery-4.1-py2.py3-none-any.whl (121 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m121.1/121.1 kB\u001b[0m \u001b[31m13.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - 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" Building wheel for JsonForm (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for JsonForm (setup.py) ... \u001B[?25l\u001B[?25hdone\n", " Created wheel for JsonForm: filename=JsonForm-0.0.2-py3-none-any.whl size=3313 sha256=24f1ed9be33fd1ed8fc41dd2caf57e0cb08ec766f341eaf8c4c90382b0fcc91e\n", " Stored in directory: /root/.cache/pip/wheels/b6/e5/87/11026246d3bd4ad67c0615682d2d6748bbd9a40ac0490882bd\n", - " Building wheel for JsonSir (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for JsonSir (setup.py) ... \u001B[?25l\u001B[?25hdone\n", " Created wheel for JsonSir: filename=JsonSir-0.0.2-py3-none-any.whl size=4753 sha256=a8dd07feffdb5db4316575fece7ff4b73e6cb757aeaa95920fc5dfb8aeef444d\n", " Stored in directory: /root/.cache/pip/wheels/1d/4c/d3/4d9757425983b43eb709be1043d82cd03fb863ce5f56f117e6\n", "Successfully built JsonForm JsonSir\n", @@ -2221,7 +2221,7 @@ "source": [ "for nFile in NeighborFileList:\n", " obj = alg.GFSPminer(inputFile, nFile,minSup,sep=seperator)\n", - " obj.startMine()\n", + " obj.mine()\n", " #store the results in the data frame\n", " result.loc[result.shape[0]] = ['prefixSpan',nFile, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()]" ] diff --git a/notebooks/sequenceSpatialPatternMining/basic/spatprefixSpan.ipynb b/notebooks/sequenceSpatialPatternMining/basic/spatprefixSpan.ipynb index 9ad80864..17613835 100644 --- a/notebooks/sequenceSpatialPatternMining/basic/spatprefixSpan.ipynb +++ b/notebooks/sequenceSpatialPatternMining/basic/spatprefixSpan.ipynb @@ -53,8 +53,8 @@ "text": [ "Collecting pami\n", " Downloading pami-2023.11.17.1-py3-none-any.whl (884 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m884.6/884.6 kB\u001b[0m \u001b[31m5.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from pami) (5.9.5)\n", + "\u001B[2K \u001B[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001B[0m \u001B[32m884.6/884.6 kB\u001B[0m \u001B[31m5.7 MB/s\u001B[0m eta \u001B[36m0:00:00\u001B[0m\n", + "\u001B[?25hRequirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from pami) (5.9.5)\n", "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from pami) (1.5.3)\n", "Requirement already satisfied: plotly in /usr/local/lib/python3.10/dist-packages (from pami) (5.15.0)\n", "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from pami) (3.7.1)\n", @@ -67,8 +67,8 @@ "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from pami) (1.23.5)\n", "Collecting sphinx-rtd-theme (from pami)\n", " Downloading sphinx_rtd_theme-1.3.0-py2.py3-none-any.whl (2.8 MB)\n", - 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" Building wheel for JsonForm (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for JsonForm (setup.py) ... \u001B[?25l\u001B[?25hdone\n", " Created wheel for JsonForm: filename=JsonForm-0.0.2-py3-none-any.whl size=3313 sha256=24f1ed9be33fd1ed8fc41dd2caf57e0cb08ec766f341eaf8c4c90382b0fcc91e\n", " Stored in directory: /root/.cache/pip/wheels/b6/e5/87/11026246d3bd4ad67c0615682d2d6748bbd9a40ac0490882bd\n", - " Building wheel for JsonSir (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for JsonSir (setup.py) ... \u001B[?25l\u001B[?25hdone\n", " Created wheel for JsonSir: filename=JsonSir-0.0.2-py3-none-any.whl size=4753 sha256=a8dd07feffdb5db4316575fece7ff4b73e6cb757aeaa95920fc5dfb8aeef444d\n", " Stored in directory: /root/.cache/pip/wheels/1d/4c/d3/4d9757425983b43eb709be1043d82cd03fb863ce5f56f117e6\n", "Successfully built JsonForm JsonSir\n", @@ -2210,7 +2210,7 @@ "source": [ "for nFile in NeighborFileList:\n", " obj = alg.PrefixSpan(inputFile, nFile,minSup,sep=seperator)\n", - " obj.startMine()\n", + " obj.mine()\n", " #store the results in the data frame\n", " result.loc[result.shape[0]] = ['prefixSpan',nFile, minSup, len(obj.getPatterns()), obj.getRuntime(), obj.getMemoryRSS()]" ] diff --git a/tests/contiguousFrequentPattern/basic/positionMining/test.ipynb b/tests/contiguousFrequentPattern/basic/positionMining/test.ipynb index e2ce8acf..d4a934f6 100644 --- a/tests/contiguousFrequentPattern/basic/positionMining/test.ipynb +++ b/tests/contiguousFrequentPattern/basic/positionMining/test.ipynb @@ -256,7 +256,7 @@ " self.join(curr,self.current_candidate)\n", " self.current_candidate+=1\n", "\n", - " @deprecated(\"It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.\")\n", + " @deprecated(\"It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.\")\n", " def startMine(self):\n", " \"\"\"\n", " Pattern mining process will start from here\n", diff --git a/tests/correlatedPattern/basic/CoMineTest.py b/tests/correlatedPattern/basic/CoMineTest.py index 56e52b1a..b65897e9 100644 --- a/tests/correlatedPattern/basic/CoMineTest.py +++ b/tests/correlatedPattern/basic/CoMineTest.py @@ -581,7 +581,7 @@ def _correlatedPatternGrowthGenerate(self, correlatedPatternTree, prefix, prefix self._correlatedPatternGrowthGenerate(treeBeta, prefix, prefixLength + 1, mapSupportBeta) @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main method to start diff --git a/tests/correlatedPattern/basic/abstract.py b/tests/correlatedPattern/basic/abstract.py index 76d333d5..d6cce215 100644 --- a/tests/correlatedPattern/basic/abstract.py +++ b/tests/correlatedPattern/basic/abstract.py @@ -62,7 +62,7 @@ class _correlatedPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/tests/coveragePattern/basic/abstract.py b/tests/coveragePattern/basic/abstract.py index 6d68eca4..1446ef64 100644 --- a/tests/coveragePattern/basic/abstract.py +++ b/tests/coveragePattern/basic/abstract.py @@ -70,7 +70,7 @@ class _coveragePatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/tests/frequentPattern/basic/abstract.py b/tests/frequentPattern/basic/abstract.py index 814f25b2..7366f704 100644 --- a/tests/frequentPattern/basic/abstract.py +++ b/tests/frequentPattern/basic/abstract.py @@ -74,7 +74,7 @@ class _frequentPatterns(_ABC): :Methods: - startMine() + mine() Calling this function will start the actual mining process getPatterns() This function will output all interesting patterns discovered by an algorithm diff --git a/tests/frequentPattern/basic/test_ECLATbitset.py b/tests/frequentPattern/basic/test_ECLATbitset.py index 6e6b5467..11825825 100644 --- a/tests/frequentPattern/basic/test_ECLATbitset.py +++ b/tests/frequentPattern/basic/test_ECLATbitset.py @@ -206,7 +206,7 @@ def _creatingItemSets(self): print("File Not Found") self._minSup = self._convert(self._minSup) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/frequentPattern/basic/test_apriori.py b/tests/frequentPattern/basic/test_apriori.py index 2cfa8201..80b41586 100644 --- a/tests/frequentPattern/basic/test_apriori.py +++ b/tests/frequentPattern/basic/test_apriori.py @@ -211,7 +211,7 @@ def _convert(self, value: Union[int, float, str]) -> Union[int, float]: return value @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/tests/frequentPattern/basic/test_aprioribitset.py b/tests/frequentPattern/basic/test_aprioribitset.py index d67dd95d..fad42a30 100644 --- a/tests/frequentPattern/basic/test_aprioribitset.py +++ b/tests/frequentPattern/basic/test_aprioribitset.py @@ -215,7 +215,7 @@ def _creatingItemSets(self): self._minSup = self._convert(self._minSup) @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/frequentPattern/basic/test_eclat.py b/tests/frequentPattern/basic/test_eclat.py index 7ae8c90c..5995ea98 100644 --- a/tests/frequentPattern/basic/test_eclat.py +++ b/tests/frequentPattern/basic/test_eclat.py @@ -278,7 +278,7 @@ def _convert(self, value) -> float: value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/tests/frequentPattern/basic/test_eclatdiffset.py b/tests/frequentPattern/basic/test_eclatdiffset.py index fdab6259..3f4cb933 100644 --- a/tests/frequentPattern/basic/test_eclatdiffset.py +++ b/tests/frequentPattern/basic/test_eclatdiffset.py @@ -265,7 +265,7 @@ def _runDeclat(self, candidateList): self._runDeclat(newList) @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/frequentPattern/basic/test_fpgrowth.py b/tests/frequentPattern/basic/test_fpgrowth.py index 895a5848..248e6b89 100644 --- a/tests/frequentPattern/basic/test_fpgrowth.py +++ b/tests/frequentPattern/basic/test_fpgrowth.py @@ -430,7 +430,7 @@ def mine(self) -> None: self.__memoryUSS = process.memory_full_info().uss self.__memoryRSS = process.memory_info().rss - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Starting the mining process diff --git a/tests/frequentPattern/closed/test_CHARM.py b/tests/frequentPattern/closed/test_CHARM.py index c1165549..59019bc9 100644 --- a/tests/frequentPattern/closed/test_CHARM.py +++ b/tests/frequentPattern/closed/test_CHARM.py @@ -387,7 +387,7 @@ def _processEquivalenceClass(self, prefix, itemSets, tidSets): self._processEquivalenceClass(newPrefix, classItemSets, classTidSets) self._save(prefix, list(set(itemSetx)), tidSetX) - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Mining process will start from here by extracting the frequent patterns from the database. It performs prefix diff --git a/tests/frequentPattern/topk/test_FAE.py b/tests/frequentPattern/topk/test_FAE.py index ec230028..c620c5a8 100644 --- a/tests/frequentPattern/topk/test_FAE.py +++ b/tests/frequentPattern/topk/test_FAE.py @@ -307,7 +307,7 @@ def _convert(self, value): value = int(value) return value - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ TopK Frequent pattern mining process will start from here diff --git a/tests/fuzzyCorrelatedPattern/basic/test_fcpgrowth.py b/tests/fuzzyCorrelatedPattern/basic/test_fcpgrowth.py index c2fae3f2..ed991a4f 100644 --- a/tests/fuzzyCorrelatedPattern/basic/test_fcpgrowth.py +++ b/tests/fuzzyCorrelatedPattern/basic/test_fcpgrowth.py @@ -473,7 +473,7 @@ def _creatingItemSets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will startTime from here diff --git a/tests/fuzzyFrequentPattern/basic/FFIMiner.py b/tests/fuzzyFrequentPattern/basic/FFIMiner.py index 2a1e99b6..081d9a71 100644 --- a/tests/fuzzyFrequentPattern/basic/FFIMiner.py +++ b/tests/fuzzyFrequentPattern/basic/FFIMiner.py @@ -399,7 +399,7 @@ def _creatingItemsets(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ fuzzy-Frequent pattern mining process will start from here diff --git a/tests/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py b/tests/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py index 632b7d27..30570bf4 100644 --- a/tests/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py +++ b/tests/fuzzyGeoreferencedFrequentPattern/basic/FFSPMiner.py @@ -416,7 +416,7 @@ def _mapNeighbours(self) -> None: print("File Not Found") quit() - @deprecated("It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + @deprecated("It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Frequent pattern mining process will start from here diff --git a/tests/geoReferencedPeriodicFrequentPattern/basic/test_gpfpminer.py b/tests/geoReferencedPeriodicFrequentPattern/basic/test_gpfpminer.py index eb528147..3404e2ed 100644 --- a/tests/geoReferencedPeriodicFrequentPattern/basic/test_gpfpminer.py +++ b/tests/geoReferencedPeriodicFrequentPattern/basic/test_gpfpminer.py @@ -438,7 +438,7 @@ def mapNeighbours(self): quit() @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/georeferencedFrequentPattern/basic/test_spatialeclat.py b/tests/georeferencedFrequentPattern/basic/test_spatialeclat.py index ef1e01f1..bd2335d8 100644 --- a/tests/georeferencedFrequentPattern/basic/test_spatialeclat.py +++ b/tests/georeferencedFrequentPattern/basic/test_spatialeclat.py @@ -410,7 +410,7 @@ def _mapNeighbours(self): quit() @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/georeferencedPartialPeriodicPattern/basic/test_steclat.py b/tests/georeferencedPartialPeriodicPattern/basic/test_steclat.py index 7f1c0a98..7bf5f999 100644 --- a/tests/georeferencedPartialPeriodicPattern/basic/test_steclat.py +++ b/tests/georeferencedPartialPeriodicPattern/basic/test_steclat.py @@ -422,7 +422,7 @@ def mapNeighbours(self): quit() @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ Frequent pattern mining process will start from here diff --git a/tests/highUtilityFrequentPattern/basic/test_HUFIM.py b/tests/highUtilityFrequentPattern/basic/test_HUFIM.py index f3d6b0fe..0ecdc8aa 100644 --- a/tests/highUtilityFrequentPattern/basic/test_HUFIM.py +++ b/tests/highUtilityFrequentPattern/basic/test_HUFIM.py @@ -535,7 +535,7 @@ def _convert(self, value) -> Union[int, float]: return value @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ High Utility Frequent Pattern mining start here diff --git a/tests/highUtilityGeoreferencedFrequentPattern/basic/test_SHUFIM.py b/tests/highUtilityGeoreferencedFrequentPattern/basic/test_SHUFIM.py index 9d71e037..b1ff6187 100644 --- a/tests/highUtilityGeoreferencedFrequentPattern/basic/test_SHUFIM.py +++ b/tests/highUtilityGeoreferencedFrequentPattern/basic/test_SHUFIM.py @@ -532,7 +532,7 @@ def _convert(self, value): return value @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self): """ High Utility Frequent Pattern mining start here diff --git a/tests/highUtilityPattern/basic/test_EFIM.py b/tests/highUtilityPattern/basic/test_EFIM.py index 9f6270b0..0b7e2e02 100644 --- a/tests/highUtilityPattern/basic/test_EFIM.py +++ b/tests/highUtilityPattern/basic/test_EFIM.py @@ -491,7 +491,7 @@ def __init__(self, iFile, minUtil, sep="\t") -> None: self._memoryRSS = float() @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Start the EFIM algorithm. diff --git a/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowth.py b/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowth.py index de0f2045..7b3136e5 100644 --- a/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowth.py +++ b/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowth.py @@ -8,7 +8,7 @@ # # obj = alg.basic(iFile, mIS) # -# obj.startMine() +# obj.mine() # # frequentPatterns = obj.getPatterns() # @@ -293,7 +293,7 @@ class CFPGrowth(_fp._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -337,7 +337,7 @@ class CFPGrowth(_fp._frequentPatterns): obj = alg.basic(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -547,7 +547,7 @@ def __savePeriodic(self, itemSet) -> str: temp = temp + self.__rankDup[i] + "\t" return temp - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self) -> None: """ main program to start the operation diff --git a/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowthPlus.py b/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowthPlus.py index 6d89bccd..97ffb71f 100644 --- a/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowthPlus.py +++ b/tests/multipleMinimumFrequentPatterns/basic/test_CFPGrowthPlus.py @@ -252,7 +252,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -296,7 +296,7 @@ class CFPGrowthPlus(_fp._frequentPatterns): obj = alg.CFPGrowthPlus(iFile, mIS) - obj.startMine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -503,7 +503,7 @@ def __savePeriodic(self, itemSet): temp = temp + self.__rankDup[i] + " " return temp - @deprecated("It is recommended to use mine() instead of startMine() for mining process") + @deprecated("It is recommended to use mine() instead of mine() for mining process") def startMine(self): """ main program to start the operation diff --git a/tests/recurringPattern/basic/abstract.py b/tests/recurringPattern/basic/abstract.py index 43d44d21..f2a6054f 100644 --- a/tests/recurringPattern/basic/abstract.py +++ b/tests/recurringPattern/basic/abstract.py @@ -66,7 +66,7 @@ class _recurringPatterns(_ABC): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function diff --git a/tests/recurringPattern/basic/automated_test_RPGrowth.py b/tests/recurringPattern/basic/automated_test_RPGrowth.py index 94b1b495..df6bf231 100644 --- a/tests/recurringPattern/basic/automated_test_RPGrowth.py +++ b/tests/recurringPattern/basic/automated_test_RPGrowth.py @@ -11,7 +11,7 @@ def test_pami(dataset, min_sup=0.2, max_period_count=5000, min_rec=1.8): with open("sample.csv", "w+") as f: f.write("\n".join(dataset)) obj = alg.RPGrowth(iFile="sample.csv", minPS=min_sup, maxPer=max_period_count, minRec=min_rec, sep=',') - obj.startMine() # Using mine() instead of the deprecated startMine() + obj.mine() # Using mine() instead of the deprecated mine() res = obj.getPatternsAsDataFrame() res["Patterns"] = res["Patterns"].apply(lambda x: x.split()) res["Support"] = res["Support"].apply(lambda x: x / len(dataset)) diff --git a/tests/sequentialPattren/basic/SPADE/SPADE.py b/tests/sequentialPattren/basic/SPADE/SPADE.py index 41d831ee..5a346c4c 100644 --- a/tests/sequentialPattren/basic/SPADE/SPADE.py +++ b/tests/sequentialPattren/basic/SPADE/SPADE.py @@ -11,7 +11,7 @@ def test_pami(dataset, min_sup=0.2): with open("sample.csv", "w+") as f: f.write("\n".join(dataset)) obj = alg(iFile="sample.csv", minSup=min_sup, sep=',') - obj.startMine() + obj.mine() res = obj.getPatternsAsDataFrame() res["Patterns"] = res["Patterns"].apply(lambda x: x.split()) res["Support"] = res["Support"].apply(lambda x: x / len(dataset)) diff --git a/tests/sequentialPattren/basic/SPAM/SPAM.py b/tests/sequentialPattren/basic/SPAM/SPAM.py index 99eb8bfa..e2f05461 100644 --- a/tests/sequentialPattren/basic/SPAM/SPAM.py +++ b/tests/sequentialPattren/basic/SPAM/SPAM.py @@ -11,7 +11,7 @@ def test_pami(dataset, min_sup=0.2): with open("sample.csv", "w+") as f: f.write("\n".join(dataset)) obj = alg(iFile="sample.csv", minSup=min_sup, sep=',') - obj.startMine() + obj.mine() res = obj.getPatternsAsDataFrame() res["Patterns"] = res["Patterns"].apply(lambda x: x.split()) res["Support"] = res["Support"].apply(lambda x: x / len(dataset)) diff --git a/tests/sequentialPattren/basic/prefixSpan/prefixSpan.py b/tests/sequentialPattren/basic/prefixSpan/prefixSpan.py index d50134f8..f0bb41d2 100644 --- a/tests/sequentialPattren/basic/prefixSpan/prefixSpan.py +++ b/tests/sequentialPattren/basic/prefixSpan/prefixSpan.py @@ -11,7 +11,7 @@ def test_pami(dataset, min_sup=0.2): with open("sample.csv", "w+") as f: f.write("\n".join(dataset)) obj = alg(iFile="sample.csv", minSup=min_sup, sep=',') - obj.startMine() + obj.mine() res = obj.getPatternsAsDataFrame() res["Patterns"] = res["Patterns"].apply(lambda x: x.split()) res["Support"] = res["Support"].apply(lambda x: x / len(dataset)) diff --git a/tests/uncertainFrequentPattern/basic/test_pufgrowth.py b/tests/uncertainFrequentPattern/basic/test_pufgrowth.py index 81fa7a05..5266e913 100644 --- a/tests/uncertainFrequentPattern/basic/test_pufgrowth.py +++ b/tests/uncertainFrequentPattern/basic/test_pufgrowth.py @@ -399,7 +399,7 @@ class PUFGrowth(_ab._frequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -433,7 +433,7 @@ class PUFGrowth(_ab._frequentPatterns): obj = alg.PUFGrowth(iFile, minSup) - obj.startmine() + obj.mine() frequentPatterns = obj.getPatterns() @@ -663,7 +663,7 @@ def _removeFalsePositives(self) -> None: self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ Main method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns diff --git a/tests/weightedFrequentPatterns/basic/test_WFIM.py b/tests/weightedFrequentPatterns/basic/test_WFIM.py index 5de74cef..f817c355 100644 --- a/tests/weightedFrequentPatterns/basic/test_WFIM.py +++ b/tests/weightedFrequentPatterns/basic/test_WFIM.py @@ -586,7 +586,7 @@ def __savePeriodic(self, itemSet: List[int]) -> str: return temp @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ main program to start the operation diff --git a/tests/weightedUncertainFrequentPattern/basic/test_WUFIM.py b/tests/weightedUncertainFrequentPattern/basic/test_WUFIM.py index 52752f0a..8ee7199e 100644 --- a/tests/weightedUncertainFrequentPattern/basic/test_WUFIM.py +++ b/tests/weightedUncertainFrequentPattern/basic/test_WUFIM.py @@ -396,7 +396,7 @@ class WUFIM(_ab._weightedFrequentPatterns): :Methods: - startMine() + mine() Mining process will start from here getPatterns() Complete set of patterns will be retrieved with this function @@ -420,7 +420,7 @@ class WUFIM(_ab._weightedFrequentPatterns): After updating the Database, remaining items will be added into the tree by setting root node as null convert() to convert the user specified value - startMine() + mine() Mining process will start from this function Execution methods @@ -732,10 +732,10 @@ def _removeFalsePositives(self) -> None: self._finalPatterns[sample] = y @deprecated( - "It is recommended to use 'mine()' instead of 'startMine()' for mining process. Starting from January 2025, 'startMine()' will be completely terminated.") + "It is recommended to use 'mine()' instead of 'mine()' for mining process. Starting from January 2025, 'mine()' will be completely terminated.") def startMine(self) -> None: """ - startMine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. + mine() method where the patterns are mined by constructing tree and remove the false patterns by counting the original support of a patterns. """ self.mine()