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Add 'auto' option to n_bins in calibration_curve

Needs TriageIssue requires triageIssue requires triage

New Feature

Status: Open.

#33658 In scikit-learn/scikit-learn;

· ZeyuSun opened on Mar 30, 2026

[Callbacks] Should/Can we avoid creating the context tree when no callbacks ?

Callbacks

Status: Open.

#33646 In scikit-learn/scikit-learn;

· jeremiedbb opened on Mar 27, 2026

Metadata Routing causes key error when remainder="passthrough"

Bug

Status: Open.

#33614 In scikit-learn/scikit-learn;

· jinlow opened on Mar 23, 2026

RFC Improving guidance for common CI failures for new contributors

HardHard level of difficultyHard level of difficulty

RFC

Status: Open.

#33594 In scikit-learn/scikit-learn;

· virchan opened on Mar 22, 2026

[Callbacks] PERF Cache the signature of hooks in call_on_fit_task_*

Callbacks

Status: Open.

#33587 In scikit-learn/scikit-learn;

· jeremiedbb opened on Mar 19, 2026

[Callbacks] Add a developer test suite with common tests for callbacks

Callbacks

Status: Open.

#33586 In scikit-learn/scikit-learn;

· jeremiedbb opened on Mar 19, 2026

ENH Add argument to SelectFwe to choose between Bonferroni and Holm method

Needs DecisionRequires decisionRequires decision

New Feature

Status: Open.

#33585 In scikit-learn/scikit-learn;

· mmbannert opened on Mar 19, 2026

Adding array API support to sklearn.covariance

Array API

Status: Open.

#33584 In scikit-learn/scikit-learn;

· betatim opened on Mar 19, 2026

Improve utils._indexing.py error messaging for missing columns

New Feature

Status: Open.

#33569 In scikit-learn/scikit-learn;

· AcylSilane opened on Mar 18, 2026

Add multi-threading to DecisionTreeClassifier and DecisionTreeRegressor

Needs Decision - Include FeatureRequires decision regarding including featureRequires decision regarding including feature

New Feature

Status: Open.

#33559 In scikit-learn/scikit-learn;

· lorentzenchr opened on Mar 16, 2026

Add partial_fit to DecisionTreeClassifier and DecisionTreeRegressor

New Feature

Status: Open.

#33558 In scikit-learn/scikit-learn;

· lorentzenchr opened on Mar 16, 2026

DOC fix/refactor examples using DecisionBoundaryDisplay

Documentation

Status: Open.

#33557 In scikit-learn/scikit-learn;

· AnneBeyer opened on Mar 16, 2026

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