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Pull requests: scikit-learn/scikit-learn
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FEAT: Add dictionary support for
categories parameter in OrdinalEncoder module:preprocessing #32179 opened Sep 13, 2025 by joaosferreira Loading…
ENH: Handle pandas DataFrame with integer column names in ColumnTransformer module:compose
#32170 opened Sep 12, 2025 by Tunahanyrd Loading…
DOC Rework StackingRegressor example and add SuperLearner Documentation Waiting for Second Reviewer First reviewer is done, need a second one!
#32163 opened Sep 11, 2025 by ArturoAmorQ Loading…
FEA Trees: Add support for missing values with criterion="absolute_error" by greatly simplifying the logic cython module:ensemble module:tree
#32119 opened Sep 6, 2025 by cakedev0 Loading…
FIX (SLEP6) descriptor shouldn't override method module:utils
#32111 opened Sep 5, 2025 by adrinjalali Loading…
FIX FeatureUnion for polars output with intermediate duplicated column names module:pipeline
#32106 opened Sep 4, 2025 by jeremiedbb Loading…
Deprecate use of PRs and issues related to support for free-threaded CPython (a.k.a. nogil or no-GIL, PEP 703) module:svm
probability=True in SVC and NuSVC API free-threading 
DEP deprecate LogisticRegression parameters penalty and C, introduce new regularization parameter alpha module:linear_model Needs Decision Requires decision
#32042 opened Aug 28, 2025 by lorentzenchr Loading…
FIX Fixing liblinear race condition due to shared global state #31883 module:svm
#32000 opened Aug 22, 2025 by NassiriPaul Loading…
FIX Remove casting warnings from Cython code cython module:neighbors
#31998 opened Aug 22, 2025 by Kai-Striega Loading…
FEA/API expose BaseScorer as public API module:metrics module:utils
#31985 opened Aug 21, 2025 by adrinjalali • Draft
Fix ValueError bug in PLSRegression module:cross_decomposition
#31972 opened Aug 19, 2025 by SauersML Loading…
DOC Clarify LabelEncoder does not support set_output Documentation module:preprocessing
#31944 opened Aug 13, 2025 by mdhvgoyal Loading…
ENH: Display the number of output features frontend module:utils
#31937 opened Aug 13, 2025 by DeaMariaLeon Loading…
DOC add Pull Request checklist to template Documentation
#31902 opened Aug 9, 2025 by reshamas Loading…
ENH Add a tooltip for the RocCurveDisplay module:metrics module:utils
#31860 opened Jul 31, 2025 by jeremiedbb Loading…
Adapting step_size and sag updates for sample_weight module:linear_model No Changelog Needed
#31837 opened Jul 25, 2025 by antoinebaker • Draft
Add support for bools in SimpleImputer module:impute
#31730 opened Jul 9, 2025 by ritvi-alagusankar Loading…
ENH Display Methods in HTML representation frontend module:utils
#31698 opened Jul 3, 2025 by DeaMariaLeon Loading…
MNT Refactor and deprecate all issues related to metadata routing, slep006, sample props module:utils
get_metadata_routing method in _MetadataRequester Metadata Routing #31695 opened Jul 3, 2025 by StefanieSenger Loading…
ENH: Add xlim/ylim parameters to DecisionBoundaryDisplay.from_estimator module:inspection Stalled
#31693 opened Jul 2, 2025 by ShauryaDusht Loading…
ProTip! Updated in the last three days: updated:>2025-12-08.