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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
•
Draft
6 tasks
DOC Refactor cross decomposition example
Documentation
#32177
opened Sep 13, 2025 by
sotagg
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DOC: Clarify how candidate split thresholds are chosen in DecisionTre…
Documentation
#32173
opened Sep 12, 2025 by
raixyzaditya
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DOC: clarify DCG/NDCG formulas, add explicit math and stable examples
Documentation
module:metrics
#32172
opened Sep 12, 2025 by
MykytaSalykin
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ENH: Handle pandas DataFrame with integer column names in ColumnTransformer
module:compose
#32170
opened Sep 12, 2025 by
Tunahanyrd
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DOC Rework StackingRegressor example and add SuperLearner
Documentation
#32163
opened Sep 11, 2025 by
ArturoAmorQ
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TST Fix the error message in test_min_dependencies_readme
No Changelog Needed
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#32149
opened Sep 10, 2025 by
jeremiedbb
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DOC Make sure all parameter tables use the same font
Documentation
frontend
Quick Review
For PRs that are quick to review
#32144
opened Sep 10, 2025 by
jeremiedbb
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DOC Fix Sphinx
make html failure on Windows by excluding sphinx.ext.linkcode
Documentation
No Changelog Needed
#32133
opened Sep 9, 2025 by
virchan
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Revert "API make murmurhash3_32 private (#32103)"
cython
module:utils
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#32131
opened Sep 8, 2025 by
jeremiedbb
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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
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FIX: Reduce bias of
covariance.MinCovDet with consistency correction
module:covariance
#32117
opened Sep 5, 2025 by
dherrera1911
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PERF: Vectorize stochastic optimizers for 20-25% performance improvement #32110
module:neural_network
#32113
opened Sep 5, 2025 by
codeMaestro78
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FIX (SLEP6) descriptor shouldn't override method
module:utils
#32111
opened Sep 5, 2025 by
adrinjalali
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ENH: Add
covariance_estimator to QuadraticDiscriminantAnalysis
#32108
opened Sep 4, 2025 by
dherrera1911
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wip: experiment with alternative to
scipy.optimize.minimize_scalar
#32107
opened Sep 4, 2025 by
lucascolley
•
Draft
FIX FeatureUnion for polars output with intermediate duplicated column names
module:pipeline
#32106
opened Sep 4, 2025 by
jeremiedbb
•
Draft
Fix: improve speed of trees with MAE criterion from O(n^2) to O(n log n)
cython
module:tree
#32100
opened Sep 3, 2025 by
cakedev0
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clarify RandomForest split candidate strategy (#27159)
module:ensemble
#32071
opened Sep 1, 2025 by
SrushtikShetty
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Deprecate use of
probability=True in SVC and NuSVC
API
module:svm
#32050
opened Aug 29, 2025 by
snath-xoc
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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
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