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@chukarsten chukarsten released this 13 Apr 15:39
· 528 commits to main since this release
v0.50.0
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v0.50.0 Apr. 13, 2022

Enhancements

  • Added TimeSeriesImputer component #3374
  • Replaced pipeline_parameters and custom_hyperparameters with search_parameters in AutoMLSearch #3373, #3427
  • Added TimeSeriesRegularizer to smooth uninferrable date ranges for time series problems #3376
  • Enabled ensembling as a parameter for DefaultAlgorithm #3435, #3444

Fixes

  • Fix DefaultAlgorithm not handling Email and URL features #3419
  • Added test to ensure LabelEncoder parameters preserved during AutoMLSearch #3326

Changes

  • Updated DateTimeFormatDataCheck to use woodwork's infer_frequency function #3425
  • Renamed graphs.py to visualizations.py #3439

Documentation Changes

  • Updated the model understanding section of the user guide to include missing functions #3446
  • Rearranged the user guide model understanding page for easier navigation #3457

Breaking Changes

  • Renamed graphs.py to visualizations.py #3439
  • Replaced pipeline_parameters and custom_hyperparameters with search_parameters in AutoMLSearch #3373
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