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Pull requests: scikit-learn/scikit-learn
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FIX Decision/Extra trees: fix handling of missing values in detection of constant features
module:tree
#32274
opened Sep 25, 2025 by
cakedev0
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CI Work-around hang in macOS Intel wheels with scipy 1.16.2
Build / CI
#32273
opened Sep 25, 2025 by
lesteve
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FEA Add array API support for cross_val_predict
Array API
module:metrics
module:model_selection
module:utils
#32270
opened Sep 25, 2025 by
OmarManzoor
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MNT Clean-up deprecations for 1.8: Imputer drops empty feature when keep_empty_features=False even if strategy='constant'
module:impute
No Changelog Needed
#32266
opened Sep 24, 2025 by
FrancoisPgm
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ENH: StratifiedShuffleSplit to mentione classes with too few members
module:model_selection
#32265
opened Sep 24, 2025 by
MarcBresson
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FIX Fix free-threaded failure because dictionary changed size during iteration
module:utils
#32264
opened Sep 24, 2025 by
lesteve
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MNT Clean-up deprecations for 1.8: algorithm param in AdaBoostClassifier
module:ensemble
No Changelog Needed
#32262
opened Sep 24, 2025 by
FrancoisPgm
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Fix FEATURE_THRESHOLD initialization in trees
cython
module:tree
#32259
opened Sep 23, 2025 by
sercant
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2 tasks done
DOC: Clarify splitter strategies for DecisionTree and RandomForest
Closing candidate
indicating we might close this one soon / at a later review
Documentation
#32256
opened Sep 23, 2025 by
MBARKI-Omar
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DOC add a point about org bans due to AI
Documentation
#32254
opened Sep 23, 2025 by
adrinjalali
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FEAT allow RFE(CV) be used with
pemutation_importance
module:feature_selection
#32251
opened Sep 22, 2025 by
GaetandeCast
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Add array API support to
precision_recall_curve
Array API
#32249
opened Sep 22, 2025 by
lucyleeow
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FEA Add array API support for temperature scaling in CalibratedClassifierCV
Array API
module:calibration
#32246
opened Sep 22, 2025 by
OmarManzoor
•
Draft
ENH Adds groups parameter to TargetEncoder with validation for non-overlapping CV splits
Closing candidate
indicating we might close this one soon / at a later review
module:preprocessing
#32239
opened Sep 21, 2025 by
samruddhibaviskar11
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DOC add Friedman MSE formulation to tree user guide
Documentation
#32238
opened Sep 21, 2025 by
sean-ko3
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ENH Add
from_cv_results to DetCurveDisplay
module:metrics
module:utils
#32235
opened Sep 21, 2025 by
lucyleeow
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FEA Add support for arbitrary metrics and informative initialization to MDS
module:manifold
#32229
opened Sep 20, 2025 by
dkobak
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DOC: Consolidated density-based clustering examples
Documentation
#32228
opened Sep 20, 2025 by
j-hendricks
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FIX test failures in
test_sparse_pca.py
module:decomposition
No Changelog Needed
#32221
opened Sep 18, 2025 by
marenwestermann
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MNT Return nan when all sample weights are 0
module:utils
#32212
opened Sep 17, 2025 by
j-hendricks
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MNT Simplify hstack logic in ColumnTransformer
module:compose
module:utils
No Changelog Needed
#32205
opened Sep 17, 2025 by
jeremiedbb
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DOC: Poisson criterion is not slower than MSE in decision trees
Documentation
#32203
opened Sep 17, 2025 by
cakedev0
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WIP - POC for fixing dark mode HTML diagrams rendering
module:utils
#32199
opened Sep 16, 2025 by
DeaMariaLeon
•
Draft
MNT Refactor the screening in enet_coordinate_descent_gram
cython
module:linear_model
No Changelog Needed
#32197
opened Sep 16, 2025 by
OmarManzoor
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