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@chukarsten chukarsten released this 16 Aug 05:17
· 402 commits to main since this release
v0.56.0
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v0.56.0 Aug. 16, 2022

Enhancements

  • Add CI testing environment in Mac for install workflow #3646
  • Updated make_pipeline to only include the Imputer in pipelines if NaNs exist in the data #3657
  • Updated to run with Woodwork >= 0.17.2 #3626
  • Add exclude_featurizers parameter to AutoMLSearch to specify featurizers that should be excluded from all pipelines #3631
  • Add fit_transform method to pipelines and component graphs #3640
  • Changed default value of data splitting for time series problem holdout set evaluation #3650

Fixes

  • Reverted the Woodwork 0.17.x compatibility work due to performance regression #3664

Changes

  • Disable holdout set in AutoML search by default #3659
  • Pinned sktime at >=0.7.0,<0.13.1 due to slowdowns with time series modeling #3658
  • Added additional testing support for Python 3.10 #3609

Documentation Changes

  • Updated broken link checker to exclude stackoverflow domain #3633
  • Add instructions to add new users to evalml-core-feedstock #3636
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