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Add sample_weight support to QuantileTransformer

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

New Feature

Status: Open.

#30707 In scikit-learn/scikit-learn;

· antipisa opened on Jan 22, 2025

Please extend the loss-functions in SGDRegressor to allow incremental learning of Poisson / Gamma / Tweedie regressors

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:linear_model

New Feature

Status: Open.

#29600 In scikit-learn/scikit-learn;

· alexshtf opened on Aug 1, 2024

DOC Beginners Tutorial

Documentation

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

Status: Open.

#29167 In scikit-learn/scikit-learn;

· adrinjalali opened on Jun 3, 2024

Add missing values and categorical features when generating datasets

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

New Feature

Status: Open.

#28952 In scikit-learn/scikit-learn;

· lcrmorin opened on May 5, 2024

Provide examples on how to customize the scikit-learn classes

Documentation

help wanted

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

Status: Open.

#28828 In scikit-learn/scikit-learn;

· miguelcsilva opened on Apr 13, 2024

Implement temperature scaling for (multi-class) calibration

help wanted

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:calibration

New Feature

Status: Open.

#28574 In scikit-learn/scikit-learn;

· dholzmueller opened on Mar 4, 2024

make cross_val_predict use cross_validate

API

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

Status: Open.

#27000 In scikit-learn/scikit-learn;

· adrinjalali opened on Aug 3, 2023

API Deprecate <code>paired_distances</code> and <code>paired_*_distances</code>

API

help wanted

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:metrics

Status: Open.

#26982 In scikit-learn/scikit-learn;

· Micky774 opened on Aug 1, 2023

HDBSCAN Ongoing Work

cython

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:cluster

New Feature

Status: Open.

#26801 In scikit-learn/scikit-learn;

· Micky774 opened on Jul 7, 2023

Run common test for SparseCoder and FeatureUnion

Enhancement

help wanted

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:decomposition

module:test-suiteeverything related to our testseverything related to our tests

Status: Open.

#26482 In scikit-learn/scikit-learn;

· glemaitre opened on Jun 1, 2023

Add support for bools in <code>SimpleImputer</code>

help wanted

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

New Feature

Status: Open.

#26292 In scikit-learn/scikit-learn;

· bryant1410 opened on Apr 28, 2023

RandomForest not passing feature names to trees and creating warnings.

Bug

ModerateAnything that requires some knowledge of conventions and best practicesAnything that requires some knowledge of conventions and best practices

module:ensemble

Status: Open.

#26140 In scikit-learn/scikit-learn;

· howarth opened on Apr 10, 2023