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TPOT now supports integration with Dask for parallelization + smart caching. Big thanks to the Dask dev team for making this happen!
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TPOT now supports for imputation/sparse matrices into
predictandpredict_probafunctions. -
TPOTClassifierandTPOTRegressornow follows scikit-learn estimator API. -
We refined scoring parameter in TPOT API for accepting
Scorerobject. -
We refined parameters in VarianceThreshold and FeatureAgglomeration.
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TPOT now supports using memory caching within a Pipeline via a optional
memoryparameter. -
We improved documentation of TPOT.