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@jeremyliweishih jeremyliweishih released this 30 Nov 00:15
· 308 commits to main since this release
v0.63.0
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Learn about vigilant mode.

v0.63.0 Nov. 23, 2022

Enhancements

  • Added fast mode to partial dependence #3753
  • Added the ability to serialize featuretools features into time series pipelines #3836

Fixes

  • Fixed TimeSeriesFeaturizer potentially selecting lags outside of feature engineering window #3773
  • Fixed bug where TimeSeriesFeaturizer could not encode Ordinal columns with non numeric categories #3812
  • Updated demo dataset links to point to new endpoint #3826
  • Updated STLDecomposer to infer the time index frequency if it's not present #3829
  • Updated _drop_time_index to move the time index from X to both X.index and y.index #3829
  • Added TimeSeriesPipeline.should_skip_featurization to fix bug where data would get featurized unnecessarily #3849
  • Fixed bug where engineered features lost their origin attribute in partial dependence, causing it to fail #3830
  • Fixed bug where partial dependence's fast mode handling for the DFS Transformer wouldn't work with multi output features #3830
  • Allowed target to be present and ignored in partial dependence's DFS Transformer fast mode handling #3830

Changes

  • Consolidated decomposition frequency validation logic to Decomposer class #3811
  • Removed Featuretools version upper bound and prevent Woodwork 0.20.0 from being installed #3813
  • Updated min Featuretools version to 0.16.0, min nlp-primitives version to 2.9.0 and min Dask version to 2022.2.0 #3823
  • Rename issue templates config.yaml to config.yml #3844

Documentation Changes

  • Added information about STL Decomposition to the time series docs #3835
  • Removed RTD failure on warnings #3864
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