Release v0.41.0

[chukarsten]

v0.41.0 Jan. 6, 2022

Enhancements

• Added string support for DataCheckActionCode Add string support for data check action code #3167
• Added DataCheckActionOption class Add DataCheckActionOption class #3134

Fixes

• Fix bug where prediction explanations class_name was shown as float for boolean targets Fix bug where prediction explanations class_name was shown as float for boolean targets #3179

Changes

• Removed usage of scikit-learn's LabelEncoder in favor of ours Remove usage of scikit-learn's LabelEncoder #3161
• Removed nullable types checking from infer_feature_types Nullable Types: infer_feature_types modifications #3156
• Fixed mean_cv_data and validation_score values in AutoMLSearch.rankings to reflect cv score or NaN when appropriate Change validation_score and mean_cv_score to properly reflect cv or non-cv cases #3162

[codecov]

Codecov Report

Merging #3188 (f907904) into main (e1a35fb) will not change coverage.
The diff coverage is 100.0%.

@@          Coverage Diff          @@
##            main   #3188   +/-   ##
=====================================
  Coverage   99.7%   99.7%           
=====================================
  Files        326     326           
  Lines      31390   31390           
=====================================
  Hits       31286   31286           
  Misses       104     104           

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

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[jeremyliweishih]

LGTM

[angela97lin]

Thank you @chukarsten!! 🙏

[freddyaboulton]

Perf tests look good! Blocking until we figure out the failures of our downstream users.

It's done!