-
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
andpredict_proba
functions. -
TPOTClassifier
andTPOTRegressor
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.