Add various experiments and code to support them #75
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This is based on 6_26_17/dense121_3x10epochs_0.json
None of these resulted in any improvements to the individual tag F2 scores :(
These tests were failing because they test code that is no longer present.
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This PR gathers up various experiments from last sprint along with code to support them.