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byu-dml / d3m-experimenter

A distributed system for creating, running, and persisting many machine learning experiments.
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AutoSKLearn Classifier #21

Closed bjschoenfeld closed 5 years ago

bjschoenfeld commented 5 years ago

This adds AutoSKLearnClassifier as a primitive to generate AutoML baseline data. There is a dependency conflict with numpy which should be tested before merging.

The primitive could be more complete and the code cleaned up a bit.

bjschoenfeld commented 5 years ago

Autosklearn works using numpy and sklearn versions set by d3m.

orionw commented 5 years ago

AutoSKLearn has been tested, works, and generates pipeline_run data. Good to merge