PR to add new active learning pipelines#74
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kiranvad wants to merge 3 commits intousnistgov:mainfrom
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This PR tracks an attempt to reproduce the active learning framework from Roman Garnett. Currently, utilities and query strategies are implemented as relevant to the AFL phase mapping workflows.
ToDos:
Utility.pyandQueryStrategy.pySelector.pythat selects points to be optimized byQueryStrategy.py. Currently, each utility has a special attribute calleddomainused as the querying selector. The upcoming changes will try to replace it with a standalone pipeline.