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@chukarsten chukarsten released this 20 Sep 21:31
· 372 commits to main since this release
v0.58.0
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Learn about vigilant mode.

v0.58.0 Sep. 20, 2022

Enhancements

  • Defined get_trend_df() for PolynomialDecomposer to allow decomposition of target data into trend, seasonality and residual. #3720
  • Updated to run with Woodwork >= 0.18.0 #3700
  • Pass time index column to time series native estimators but drop otherwise #3691
  • Added errors attribute to AutoMLSearch for useful debugging #3702

Fixes

  • Removed multiple samplers occurring in pipelines generated by DefaultAlgorithm #3696
  • Fix search order changing when using DefaultAlgorithm #3704

Changes

  • Bumped up minimum version of sktime to 0.12.0. #3720
  • Added abstract Decomposer class as a parent to PolynomialDecomposer to support additional decomposers. #3720
  • Pinned pmdarima < 2.0.0 #3679
  • Added support for using downcast_nullable_types with Series as well as DataFrames #3697

Documentation Changes

Testing Changes

  • Updated pytest fixtures and brittle test files to explicitly set woodwork typing information #3697
  • Added github workflow to run looking glass performance tests on merge to main #3690
  • Fixed looking glass performance test script #3715
  • Remove commit message from looking glass slack message #3719
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