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Pull requests: scikit-learn/scikit-learn
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Implementing partial_fit for NearestCentroid #12952
module:neighbors
#33335
opened Feb 20, 2026 by
shivamlalakiya
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1 of 4 tasks
MNT change default scoring to log loss in LogisticRegressionCV
module:linear_model
#33333
opened Feb 19, 2026 by
lorentzenchr
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docs: clarify redundant validation comment in _encoders.py
module:preprocessing
#33332
opened Feb 19, 2026 by
pshringi11
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4 tasks
Add transformers names to FeatureUnion's HTML Display
module:pipeline
#33321
opened Feb 19, 2026 by
DeaMariaLeon
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4 tasks
TST Xfail test for Python 3.13 free-threaded that fails intermittently in the CI
Build / CI
module:ensemble
No Changelog Needed
Quick Review
For PRs that are quick to review
#33320
opened Feb 19, 2026 by
lesteve
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ENH: More efficient calculation of sum of squared elements for univariate_selection
autoclose
PR automatically closed 14 days after setting the label
cython
module:feature_selection
module:utils
#33319
opened Feb 19, 2026 by
ThibaultDECO
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MAINT: Fix C warnings in Cython modules
_kd_tree.pyx.tp, _binary_tree.pxi.tp and _ball_tree.pyx.tp
cython
module:neighbors
#33303
opened Feb 17, 2026 by
ChVeen
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FIX: Set First reviewer is done, need a second one!
levels explicitly to plot all classes in distinct colors in DecisionBoundaryDisplay
module:inspection
Waiting for Second Reviewer
#33300
opened Feb 17, 2026 by
AnneBeyer
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4 tasks
ENH Add Huber loss for HistGradientBoostingRegressor
module:ensemble
#33287
opened Feb 15, 2026 by
ManasVardhan
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FIX Metadata routing in all issues related to metadata routing, slep006, sample props
module:model_selection
learning_curve and module tests
Metadata Routing
#33285
opened Feb 15, 2026 by
StefanieSenger
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1 of 4 tasks
FEA: Support for
interaction_cst in trees and downstream ensemble models
cython
module:ensemble
module:tree
#33278
opened Feb 13, 2026 by
cakedev0
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PERF Vectorize _logcosh in FastICA (~24x speedup)
module:decomposition
#33269
opened Feb 12, 2026 by
MAUK9086
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1 of 4 tasks
FIX Use check_array in inverse_transform for Power/QuantileTransformer
module:preprocessing
#33268
opened Feb 12, 2026 by
MAUK9086
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Fix the eigsh call in spectral embedding
module:manifold
#33262
opened Feb 11, 2026 by
dkobak
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fix(doc): fix mutable default arguments in doi_role.py
#33261
opened Feb 11, 2026 by
llukito
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NMF error with SciPy dev
Array API
module:decomposition
#33260
opened Feb 10, 2026 by
ericpre
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4 tasks
ENH Support cardinality filtering in make_column_selector
CI:Linter failure
The linter CI is failing on this PR
module:compose
#33258
opened Feb 10, 2026 by
TejasAnalyst
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MNT/FIX: Gather sort functions in one file + use intro sort for
simultaneous_sort
cython
module:tree
module:utils
#33252
opened Feb 9, 2026 by
cakedev0
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DOC Add hint that example gallery images are clickable
Documentation
#33251
opened Feb 9, 2026 by
Varshiniputtabakula
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Fix float32 cond linear regression
module:linear_model
Numerical Stability
#33249
opened Feb 9, 2026 by
antoinebaker
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Use minlength=n_bins instead of len(bins) for clarity and futureproofing
#33229
opened Feb 6, 2026 by
holodata-ej
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1 of 4 tasks
FIX: avoid quadratic path for constant arrays in
simultaneous_sort
cython
module:utils
#33222
opened Feb 6, 2026 by
cakedev0
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ENH: add ExtremeLearningClassifier/Regressor estimators
module:neural_network
Needs Decision - Include Feature
Requires decision regarding including feature
#33215
opened Feb 5, 2026 by
eiviani-lanl
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Updated in the last three days: updated:>2026-02-16.