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feature-engine / feature_engine

Feature engineering package with sklearn like functionality
https://feature-engine.trainindata.com/
BSD 3-Clause "New" or "Revised" License
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update categorical encoding user guide #758

Closed gurjinderbassi closed 1 month ago

gurjinderbassi commented 1 month ago

Updated the categorical encoding introduction section in the User Guide. It includes an introduction to categorical encoding, its importance and briefly explains different encoding methods supported by Feature-engine.

codecov[bot] commented 1 month ago

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 98.18%. Comparing base (a347bc8) to head (15aa8f2). Report is 1 commits behind head on main.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #758 +/- ## ======================================= Coverage 98.18% 98.18% ======================================= Files 105 105 Lines 4074 4074 Branches 795 795 ======================================= Hits 4000 4000 Misses 29 29 Partials 45 45 ```

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solegalli commented 1 month ago

Thank you @gurjinderbassi ! Great work with this massive doc update :)

I'll add your contribution to the next release. The docs will be live in the next 20 minutes :)