Releases
v0.56.0
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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