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updated some imports
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Annatu committed Feb 9, 2025
1 parent 70acd13 commit 391199b
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Showing 5 changed files with 35 additions and 53 deletions.
8 changes: 4 additions & 4 deletions mdm/__init__.py
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import config
import mdm_utils
import mdm_model
import train
from . import config
from . import mdm_utils
from . import mdm_model
from . import train

2 changes: 1 addition & 1 deletion mdm/mdm_model.py
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@@ -1,7 +1,7 @@
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, Activation
from tensorflow.keras.optimizers import RMSprop
import config
from . import config

act = {0:'relu', 1:'selu', 2:'sigmoid'}
args={'a1': 2, 'a2': 0, 'a3': 1, 'a4': 1, 'a5': 0, 'bs': 1, 'd1': 0.10696194799818459, 'd2': 0.6033824611348487,\
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2 changes: 1 addition & 1 deletion mdm/mdm_utils.py
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from sklearn.preprocessing import StandardScaler
import numpy as np
import matplotlib.pyplot as plt
import config
from . import config

def get_transformed_data(train,val,test, to_drop, y):

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70 changes: 26 additions & 44 deletions mdm/predict.ipynb

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6 changes: 3 additions & 3 deletions mdm/train.py
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from sklearn.metrics import mean_absolute_error
import pickle
import json
import mdm_model
import config
import mdm_utils
from . import mdm_model
from . import config
from . import mdm_utils
import datetime

from tensorflow.keras.callbacks import EarlyStopping, ModelCheckpoint
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