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TPOT now supports integration with Dask for parallelization

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@weixuanfu weixuanfu released this 04 Sep 16:41
· 549 commits to master since this release
  • TPOT now supports integration with Dask for parallelization + smart caching. Big thanks to the Dask dev team for making this happen!

  • TPOT now supports for imputation/sparse matrices into predict and predict_proba functions.

  • TPOTClassifier and TPOTRegressor now follows scikit-learn estimator API.

  • We refined scoring parameter in TPOT API for accepting Scorer object.

  • We refined parameters in VarianceThreshold and FeatureAgglomeration.

  • TPOT now supports using memory caching within a Pipeline via a optional memory parameter.

  • We improved documentation of TPOT.