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add GlobalSklearnTransformer and target transformations guide #187

Merged
merged 11 commits into from
Aug 17, 2023
Merged

add GlobalSklearnTransformer and target transformations guide #187

merged 11 commits into from
Aug 17, 2023

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jmoralez
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@jmoralez jmoralez commented Aug 16, 2023 •
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Description

  • Adds the GlobalSklearnTransformer to make it easy to apply a global transformer (same for all series).
  • Creates a target transformations guide which will be shown in the tutorials.
  • Adds the target_transforms module to the API reference section of the docs.
  • Fixes a bug for pandas versions < 1.4 where replacing a column of a shallow copy modified the original dataframe.

Checklist:

  • This PR has a meaningful title and a clear description.
  • The tests pass.
  • All linting tasks pass.
  • The notebooks are clean.

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@jmoralez jmoralez changed the title Target transforms guide add GlobalSklearnTransformer and target transformations guide Aug 16, 2023
@jmoralez jmoralez marked this pull request as ready for review August 17, 2023 18:16
@jmoralez jmoralez enabled auto-merge (squash) August 17, 2023 18:16
@jmoralez jmoralez merged commit c009efe into main Aug 17, 2023
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@jmoralez jmoralez deleted the target-transforms-guide branch August 17, 2023 18:26
@jmoralez jmoralez mentioned this pull request Aug 22, 2023
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