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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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Fix pre-commit hook complaints
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@ColdTeapot273K
ColdTeapot273K committed Oct 1, 2024
commit 58f237c1f4203bd9de4072431aae4fafeabf574c
1 change: 1 addition & 0 deletions river/preprocessing/one_hot.py
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Original file line number Diff line number Diff line change
Expand Up @@ -248,6 +248,7 @@ def __init__(self, categories: dict | None = None, drop_zeros=False, drop_first=
self.drop_zeros = drop_zeros
self.drop_first = drop_first
self.categories = categories
self.values: collections.defaultdict | dict | None = None

if self.categories is None:
self.values = collections.defaultdict(set)
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