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clean up requirements in setup.py #205

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The existing requirements are a combination of many unrelated packages with a mix of specific old and new versions. I was unsure of the real version requirements so I changed all the "=" to ">=" to permit newer versions. I also removed many packages that appeared unrelated to MASL-ML. I also added keras which is a huge dependency.

Add mastml.legos and  mastml.search to packages
Also move magpie under mastml and add it to the packages.  Adjust future_generators.py to find the installed magpie tables.
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More changes to make this installable. Fixed package list so mastml.legos and mastml.search are installed. Moved 'magpie' to 'mastml/magpie' and added it to package list. Adjusted path in feature_generators.py

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Added scikit-optimize as a dependency

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