Release 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

[codecov]

Codecov Report

Merging #3957 (125cb4d) into main (85c98fb) will not change coverage.
The diff coverage is 100.0%.

@@          Coverage Diff          @@
##            main   #3957   +/-   ##
=====================================
  Coverage   99.7%   99.7%           
=====================================
  Files        347     347           
  Lines      36744   36744           
=====================================
  Hits       36623   36623           
  Misses       121     121           

Impacted Files	Coverage Δ
evalml/__init__.py	100.0% <100.0%> (ø)

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[ivanayx]

LGTM