v0.66.0

[chukarsten]

v0.66.0 Jan. 25, 2023

Enhancements

• Improved decomposer determine_periodicity functionality for better period guesses Improve automatic periodicity determination #3912
• Added dates_needed_for_prediction for time series pipelines Add dates_needed_for_prediction to TimeSeriesPipelineBase #3906
• Added RFClassifierRFESelector and RFRegressorRFESelector components for feature selection using recursive feature elimination Add Recursive Feature Elimination Selector component #3934

Fixes

• Fixed set_period() not updating decomposer parameters Fixed set_period() not updating decomposer parameters #3932
• Removed second identical batch for time series problems in DefaultAlgorithm Remove second identical batch for time series in DefaultAlgorithm #3936
• Fix install command for alteryx-open-src-update-checker Update install command for alteryx-open-src-update-checker #3940
• Fixed non-prophet case of test_components_can_be_used_for_partial_dependence_fast_mode Fix non-prophet case of test_components_can_be_used_for_partial_dependence_fast_mode #3949

Changes

• Updated PolynomialDecomposer to work with sktime v0.15.1 Upgrade sktime #3930
• Add ruff and use pyproject.toml (move away from setup.cfg) Add ruff and use pyproject.toml (move away from setup.cfg) #3928
• Pinned `category-encoders`` to 2.5.1.post0 Pinned category-encoders to 2.5.1.post0 #3933
• Remove requirements-parser and tomli from core requirements Remove requirements-parser and tomli from core requirements #3948

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This discussion was created from the release v0.66.0.