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v0.40.0

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@angela97lin angela97lin released this 22 Dec 23:30
· 684 commits to main since this release
2b7c4a8

v0.40.0 Dec. 22, 2021

❄️ ☃️ Happy holidays! ☃️ ❄️

Enhancements

  • Added TimeSeriesSplittingDataCheck to DefaultDataChecks to verify adequate class representation in time series classification problems #3141
  • Added the ability to accept serialized features and skip computation in DFSTransformer #3106
  • Added support for known-in-advance features #3149

Fixes

  • Fixed error caused when tuning threshold for time series binary classification #3140

Changes

  • TimeSeriesParametersDataCheck was added to DefaultDataChecks for time series problems #3139
  • Renamed date_index to time_index in problem_configuration for time series problems #3137
  • Updated nlp-primitives minimum version to 2.1.0 #3166
  • Updated minimum version of woodwork to v0.11.0 #3171

Documentation Changes

  • Added comments to provide clarity on doctests #3155

Testing Changes

  • Parameterized tests in test_datasets.py #3145