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1,583 Open 9,955 Closed
1,583 Open 9,955 Closed
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Issues list

MultiOutputRegressor can't process estimators with synchronization primitives Bug Needs Triage Issue requires triage
#31475 opened Jun 3, 2025 by Closius
2
Add option to return final cross-validation score in SequentialFeatureSelector New Feature
#31473 opened Jun 2, 2025 by flaviorv
1
2
Feat: DummyClassifier strategy that produces randomized probabilities Needs Decision - Include Feature Requires decision regarding including feature New Feature
#31462 opened Jun 1, 2025 by tmcclintock
1
4
Spherical K-means support (unit norm centroids and input) Needs Decision - Include Feature Requires decision regarding including feature New Feature
#31450 opened May 28, 2025 by Radu1999
1
7
Cannot recover DBSCAN from memory-overuse Bug help wanted Needs Investigation Issue requires investigation
#31407 opened May 21, 2025 by hubernikus
4
Contains code not allowed for commercial use Needs Investigation Issue requires investigation
#31390 opened May 19, 2025 by stefan6419846
9
Suggested fix: GaussianProcessRegressor.predict wastes significant time when both return_std and return_cov are False Easy Well-defined and straightforward way to resolve
#31374 opened May 16, 2025 by ginoperrotta
1
@RafaAyGar
3
SimpleImputer converts int32[pyarrow] extension array to float64, subsequently crashing with numpy int32 values Bug Needs Triage Issue requires triage
#31373 opened May 16, 2025 by I-Al-Istannen
5
_weighted_percentile NaN handling with array API Array API
#31368 opened May 15, 2025 by lucyleeow
6
Gaussian Process Log Likelihood Gradient Incorrect Bug Needs Investigation Issue requires investigation
#31366 opened May 15, 2025 by conradstevens
13
Describe set_{method}_request() API, expose _MetadataRequester, or expose _BaseScorer Documentation Metadata Routing all issues related to metadata routing, slep006, sample props Needs Investigation Issue requires investigation
#31360 opened May 13, 2025 by Jacob-Stevens-Haas
15
Documentation improvement for macOS Homebrew libomp installation Documentation
#31359 opened May 13, 2025 by ParthS007
2
@ParthS007
4
SimpleImputer casts category into object when using "most_frequent" strategy Bug Needs Triage Issue requires triage
#31350 opened May 11, 2025 by jschubnell
1
@rohnsha0
4
Add Multiple Kernel Learning (MKL) for Support Vector Machines (SVM) Needs Decision Requires decision New Feature
#31349 opened May 10, 2025 by thomasbauer76
4
Add MultiHorizonTimeSeriesSplit for Multi-Horizon Time Series Cross-Validation Needs Triage Issue requires triage New Feature
#31344 opened May 9, 2025 by andrelrodriguess
@jones-miguel
3
ValueError raised by FeatureUnion._set_output with FunctionTransform that outputs a pandas Series in scikit-learn version 1.6 Bug
#31318 opened May 6, 2025 by Bilalbrahimi
6
SGDRegressor is not inheriting from LinearModel Enhancement
#31315 opened May 6, 2025 by MarcBresson
4
Reference ValidationCurveDisplay from validation_curve's docstring in a "See also section" Documentation
#31302 opened May 5, 2025 by ogrisel
1
_safe_indexing triggers SettingWithCopyWarning when used with slice Bug
#31290 opened May 1, 2025 by MarcoGorelli
5
Clarification of output array type when metrics accept multiclass/multioutput Array API Needs Decision Requires decision
#31286 opened May 1, 2025 by lucyleeow
1
33
Automatically move y_true to the same device and namespace as y_pred for metrics API Array API
#31274 opened Apr 30, 2025 by lucyleeow
8
Change the default data directory New Feature
#31267 opened Apr 28, 2025 by balthild
2
3
Faster Eigen Decomposition for Isomap & KernelPCA New Feature
#31246 opened Apr 24, 2025 by oerrabie
1
2
OneVsRestClassifier when all estimators predict a sample belongs to the other classes Bug
#31224 opened Apr 18, 2025 by MarcBresson
1
10
SVC Sigmoid sometimes ROC AUC from predict_proba & decision_function are each other's inverse Bug Needs Investigation Issue requires investigation
#31222 opened Apr 17, 2025 by arhall0
6
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