Version 2.1.0

• Bug Fix cv=’test’

  • Fixed important bug with evaluate() and passing cv = ‘test’, had errors with named index. Also added new extra tests for cv=’test’.

• Modified get_estimator() for default pipeline

  • get_estimator() and the associated Pipeline build function have been updated to allow default dataset w/ warnings.

• Modified Piece.build() function for Pipeline pieces.

  • Now allows for dataset of ‘default’ to be passed, and will trigger warnings in cases where specific scopes have been passed.

• Added more verbosity to Pipeline and ParamSearch

  • In both cases, the verbosity options have been updated with more useful information.

  • Pipeline was switched to a boolean verbosity flag to match the sklearn Pipeline, and the SearchCV is left more flexible, but now more output will appear.

• Update Nevergrad Version

  • Update to a later version of nevergrad, which fixes some pickling issues for ‘ChoiceTag’, code and tests are changed accordingly.

  • Bumps hard version requirement from nevergrad==0.4.3 to nevergrad==0.4.3.post4.