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@chukarsten chukarsten released this 19 Aug 20:05
· 906 commits to main since this release
v0.31.0
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Learn about vigilant mode.

v0.31.0 Aug. 19, 2021

Enhancements

  • Updated the high variance check in AutoMLSearch to be robust to a variety of objectives and cv scores #2622
  • Use Woodwork's outlier detection for the OutliersDataCheck #2637
  • Added ability to utilize instantiated components when creating a pipeline #2643
  • Sped up the all Nan and unknown check in infer_feature_types #2661

Fixes

Changes

  • Deleted _put_into_original_order helper function #2639
  • Refactored time series pipeline code using a time series pipeline base class #2649
  • Renamed dask_tests to parallel_tests #2657
  • Removed commented out code in pipeline_meta.py #2659

Documentation Changes

  • Add complete install command to README and Install section #2627

Testing Changes

Breaking Changes

  • TimeSeriesRegressionPipeline no longer inherits from TimeSeriesRegressionPipeline #2649
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