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FIX Validate_data instead of checks cython module:compose module:metrics module:preprocessing
#32441 opened Oct 8, 2025 by Microcosmos22 Loading…
DOC Expand description of random_state in make_classification Documentation module:datasets
#32406 opened Oct 6, 2025 by ArturoAmorQ Loading…
ENH : Speed up TargetEncoder.transform for small batches module:preprocessing
#32368 opened Oct 4, 2025 by gautamvarmadatla Loading…
FEAT let RFE(CV) accept validation samples for
permutation_importance module:feature_selection #32340 opened Oct 2, 2025 by GaetandeCast Loading…
ENH PLSRegression: raises ValueError for zero-variance predictors … module:cross_decomposition
#32308 opened Oct 1, 2025 by DevinaTikkoo Loading…
MNT Raise error when multiclass-multioutput for ClassifierChain
#32290 opened Sep 28, 2025 by j-hendricks Loading…
DOC Add signal sorting for better visualization Documentation
#32287 opened Sep 28, 2025 by sotagg Loading…
FEAT allow RFE(CV) be used with
pemutation_importance module:feature_selection Waiting for Reviewer #32251 opened Sep 22, 2025 by GaetandeCast Loading…
DOC add Friedman MSE formulation to tree user guide Documentation
#32238 opened Sep 21, 2025 by sean-ko3 Loading…
DOC: Consolidated density-based clustering examples Documentation
#32228 opened Sep 20, 2025 by j-hendricks Loading…
MNT Simplify hstack logic in ColumnTransformer module:compose module:utils No Changelog Needed
#32205 opened Sep 17, 2025 by jeremiedbb Loading…
DOC Simplify metadata routing example and add short example to docstrings Documentation Metadata Routing all issues related to metadata routing, slep006, sample props module:utils Waiting for Second Reviewer First reviewer is done, need a second one!
#32191 opened Sep 15, 2025 by StefanieSenger Loading…
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…
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…
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