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@chukarsten chukarsten released this 22 Jul 13:56
· 970 commits to main since this release
v0.29.0
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v0.29.0 Jul. 22, 2021

Enhancements

  • Updated 1-way partial dependence support for datetime features #2454
  • Added details on how to fix error caused by broken ww schema #2466
  • Added ability to use built-in pickle for saving AutoMLSearch #2463
  • Updated our components and component graphs to use latest features of ww 0.4.1, e.g. concat_columns and drop in-place. #2465
  • Added new, concurrent.futures based engine for parallel AutoML #2506
  • Added support for new Woodwork Unknown type in AutoMLSearch #2477
  • Updated our components with an attribute that describes if they modify features or targets and can be used in list API for pipeline initialization #2504
  • Updated ComponentGraph to accept X and y as inputs #2507
  • Removed unused TARGET_BINARY_INVALID_VALUES from DataCheckMessageCode enum and fixed formatting of objective documentation #2520

Fixes

  • Fixed FraudCost objective and reverted threshold optimization method for binary classification to Golden #2450
  • Added custom exception message for partial dependence on features with scales that are too small #2455
  • Ensures the typing for Ordinal and Datetime ltypes are passed through _retain_custom_types_and_initalize_woodwork #2461
  • Updated to work with Pandas 1.3.0 #2442
  • Updated to work with sktime 0.7.0 #2499

Changes

  • Updated XGBoost dependency to >=1.4.2 #2484, #2498
  • Added a DeprecationWarning about deprecating the list API for ComponentGraph #2488
  • Updated make_pipeline for AutoML to create dictionaries, not lists, to initialize pipelines #2504
  • No longer installing graphviz on windows in our CI pipelines because release 0.17 breaks windows 3.7 #2516

Documentation Changes

  • Moved docstrings from __init__ to class pages, added missing docstrings for missing classes, and updated missing default values #2452
  • Build documentation with sphinx-autoapi #2458
  • Change autoapi_ignore to only ignore files in evalml/tests/* #2530

Testing Changes

  • Fixed flaky dask tests #2471
  • Removed shellcheck action from build_conda_pkg action #2514
  • Added a tmp_dir fixture that deletes its contents after tests run #2505
  • Added a test that makes sure all pipelines in AutoMLSearch get the same data splits #2513
  • Condensed warning output in test logs #2521

Breaking Changes

  • NaN values in the Natural Language type are no longer supported by the Imputer with the pandas upgrade. #2477
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