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Feature/expected categories #1597

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Feature/expected categories #1597

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2fce4f3
Add support for explicitly expected categories for OHE
ColdTeapot273K Aug 23, 2024
537003d
cleanup
ColdTeapot273K Aug 23, 2024
3dc5dd3
Add expected category support for OrdinalEncoder
ColdTeapot273K Aug 24, 2024
4ff7bb2
fix mypy complaints
ColdTeapot273K Aug 24, 2024
86aafa0
Update river/preprocessing/one_hot.py
ColdTeapot273K Sep 10, 2024
cbb202c
Update river/preprocessing/one_hot.py
ColdTeapot273K Sep 10, 2024
4ce2ade
Adjust default params, update respective docs
ColdTeapot273K Oct 1, 2024
58f237c
Fix pre-commit hook complaints
ColdTeapot273K Oct 1, 2024
fcf01f1
Upd unreleased.md
ColdTeapot273K Nov 5, 2024
4cd961e
Merge branch 'main' into feature/expected-categories
ColdTeapot273K Nov 5, 2024
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Upd unreleased.md
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@ColdTeapot273K
ColdTeapot273K committed Nov 5, 2024
commit fcf01f1b6625f488ece059b17e9cec98bef06d76
4 changes: 4 additions & 0 deletions docs/releases/unreleased.md
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## tree

- Instead of letting trees grow indefinitely, setting the `max_depth` parameter to `None` will stop the trees from growing when they reach the system recursion limit.

## preprocessing

- Add support for expected categories in `preprocessing.OneHotEncoder`, `preprocessing.OrdinalEncoder`, akin to scikit-learn API for respective encoders.