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[Callbacks] DOC Add documentation for developpers

Callbacks

Status: Open.

#33331 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] DOC Add documentation in the user guide

Callbacks

Status: Open.

#33330 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] FEA Add a callback for metric monitoring

Callbacks

Status: Open.

#33329 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] ENH Avoid repeating the no callback support warning

Callbacks

Status: Open.

#33328 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] ENH Allow ProgressBar to run on python queue

Callbacks

Status: Open.

#33327 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] FEA A repr for CallbackContext

Callbacks

Status: Open.

#33326 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] ENH Don't create a new manager for each callback

Callbacks

Status: Open.

#33325 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] TST Add tests to check that all callback hooks are called in the expected order

Callbacks

Status: Open.

#33324 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

[Callbacks] FEA Define behavior for callbacks registered on estimators used in third party functions

Callbacks

Status: Open.

#33323 In scikit-learn/scikit-learn;

· jeremiedbb opened on Feb 19, 2026

BUG FeatureUnion's HTML Display incorrect when ColumnTransformer's remainder is a preprocessor

Bug

frontend

Status: Open.

#33295 In scikit-learn/scikit-learn;

· DeaMariaLeon opened on Feb 16, 2026

<code>check_X_y</code> with list of dtypes converts polars 'X' incorrectly

Bug

Needs InvestigationIssue requires investigationIssue requires investigation

Needs TriageIssue requires triageIssue requires triage

Status: Open.

#33294 In scikit-learn/scikit-learn;

· david-cortes-intel opened on Feb 16, 2026

Variational Gaussian Process

Needs DecisionRequires decisionRequires decision

New Feature

Status: Open.

#33292 In scikit-learn/scikit-learn;

· UnixJunkie opened on Feb 16, 2026