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@dsherry dsherry released this 16 Jul 20:50
· 1645 commits to main since this release
v0.11.2
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v0.11.2 July 16, 2020

Enhancements

  • Added NoVarianceDataCheck to DefaultDataChecks #893
  • Added text processing and featurization component TextFeaturizer #913, #924
  • Added additional checks to InvalidTargetDataCheck to handle invalid target data types #929

Fixes

  • Makes automl results a read-only property #919

Changes

  • Deleted static pipelines and refactored tests involving static pipelines, removed all_pipelines() and get_pipelines() #904
  • Moved list_model_families to evalml.model_family.utils #903
  • Updated all_pipelines, all_estimators, all_components to use the same mechanism for dynamically generating their elements #898
  • Rename master branch to main #918
  • Add pypi release github action #923
  • Updated AutoMLSearch.search stdout output and logging and removed tqdm progress bar #921
  • Moved automl config checks previously in search() to init #933

Documentation Changes

  • Reorganized and rewrote documentation #937
  • Updated to use pydata sphinx theme #937

Testing Changes

  • Cleaned up fixture names and usages in tests #895

Breaking Changes

  • list_model_families has been moved to evalml.model_family.utils (previously was under evalml.pipelines.utils) #903
  • Static pipeline definitions have been removed, but similar pipelines can still be constructed via creating an instance of PipelineBase #904
  • all_pipelines() and get_pipelines() utility methods have been removed #904
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