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partial_fit for Ridge

Needs TriageIssue requires triageIssue requires triage

New Feature

Status: Open.

#33914 In scikit-learn/scikit-learn;

· PierreGtch opened on May 1, 2026

Improve clarity of error message in validation utilities

Documentation

Needs TriageIssue requires triageIssue requires triage

Status: Open.

#33904 In scikit-learn/scikit-learn;

· Darshanjajoria18 opened on Apr 30, 2026

Incorrect KMeans centers update

Bug

Needs TriageIssue requires triageIssue requires triage

Status: Open.

#33901 In scikit-learn/scikit-learn;

· azhang-more opened on Apr 29, 2026

BUG: HTML representation fails with nested meta-estimator

Bug

Status: Open.

#33887 In scikit-learn/scikit-learn;

· glemaitre opened on Apr 29, 2026

LogisticRegressionCV with use_legacy_attributes=False, refit=False

Bug

Status: Open.

#33885 In scikit-learn/scikit-learn;

· lorentzenchr opened on Apr 28, 2026

BUG _parallel_pairwise does not slice Y_norm_squared alongside Y when n_jobs > 1

Bug

Status: Open.

#33877 In scikit-learn/scikit-learn;

· unw9527 opened on Apr 27, 2026

BUG Spurious UserWarning with the deprecation of penalty in LogisticRegression

Bug

module:linear_model

Status: Open.

#33871 In scikit-learn/scikit-learn;

· glemaitre opened on Apr 27, 2026

RFC Add Metadata to HTML display of estimators?

Enhancement

Metadata Routingall issues related to metadata routing, slep006, sample propsall issues related to metadata routing, slep006, sample props

Status: Open.

#33842 In scikit-learn/scikit-learn;

· AnneBeyer opened on Apr 23, 2026

.score() with array API does not follow same 'everything follows X' logic as .fit()

Array API

Bug

Status: Open.

#33822 In scikit-learn/scikit-learn;

· david-cortes-intel opened on Apr 21, 2026

Optimized _class_means in sklearn/discriminant_analysis.py

module:discriminant_analysis

Needs BenchmarksA tag for the issues and PRs which require some benchmarksA tag for the issues and PRs which require some benchmarks

Performance

Status: Open.

#33793 In scikit-learn/scikit-learn;

· grahamonica opened on Apr 19, 2026

[Callbacks] Add mechanism to realiably re-set max_subtasks on CallbackContext?

Callbacks

Status: Open.

#33783 In scikit-learn/scikit-learn;

· StefanieSenger opened on Apr 17, 2026

[BUG] BayesianRidge.predict with return_std=True fails to center test features, leading to incorrect predictive variance

Bug

Status: Open.

#33757 In scikit-learn/scikit-learn;

· danilo-silva-ufsc opened on Apr 15, 2026