Skip to content

v0.39.0
Compare
Choose a tag to compare
@chukarsten chukarsten released this 09 Dec 18:07
· 702 commits to main since this release
v0.39.0
389d4f6
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

v0.39.0 Dec. 9, 2021

Enhancements

  • Renamed DelayedFeatureTransformer to TimeSeriesFeaturizer and enhanced it to compute rolling features #3028
  • Added ability to impute only specific columns in PerColumnImputer #3123
  • Added TimeSeriesParametersDataCheck to verify the time series parameters are valid given the number of splits in cross validation #3111

Fixes

  • Default parameters for RFRegressorSelectFromModel and RFClassifierSelectFromModel has been fixed to avoid selecting all features #3110

Changes

  • Removed reliance on a datetime index for ARIMARegressor and ProphetRegressor #3104
  • Included target leakage check when fitting ARIMARegressor to account for the lack of TimeSeriesFeaturizer in ARIMARegressor based pipelines #3104
  • Cleaned up and refactored InvalidTargetDataCheck implementation and docstring #3122
  • Removed indices information from the output of HighlyNullDataCheck's validate() method #3092
  • Added ReplaceNullableTypes component to prepare for handling pandas nullable types. #3090
  • Removed unused EnsembleMissingPipelinesError exception definition #3131

Documentation Changes

Testing Changes

  • Refactored tests to avoid using importorskip #3126
  • Added skip_during_conda test marker to skip tests that are not supposed to run during conda build #3127
  • Added skip_if_39 test marker to skip tests that are not supposed to run during python 3.9 #3133

Breaking Changes

  • Renamed DelayedFeatureTransformer to TimeSeriesFeaturizer #3028
  • ProphetRegressor now requires a datetime column in X represented by the date_index parameter #3104
  • Renamed module evalml.data_checks.invalid_target_data_check to evalml.data_checks.invalid_targets_data_check #3122
  • Removed unused EnsembleMissingPipelinesError exception definition #3131
Assets 2
Loading