Shareable release notes

scikit-learn

scikit-learn/scikit-learnBuilt with ShipDiff

Every shipped update, patch, and improvement in one public feed. Read the timeline, copy the link, and let your product updates keep marketing your product for you.

Entries

Last updated

August 5, 2026

Format

Features, fixes, improvements, breaking changes

2026-08-05August 5, 2026Latest

Recent scikit-learn updates

Section

Features

TST Add test for multilabel inputs to continuous classification metrics (#34084) (ea351e0)

Section

Fixes

CI Fix scipy-dev remaining failures due to scipy sparse DeprecationWarning (#34632) (82cc705)
Fix indexable with dataframes (#34605) (4347a16)
Fix Raise error for categorical features with criterion='absolute_error' (#34594) (63f2abf)

Section

Improvements

MNT: Simplify unknown handling in encoders/_encode.py (#34452) (1074736)
DOC Improve jaccard score docstring (#34645) (7cb1868)
:lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: (#34635) (534302b)
CI Stop uploading nightly wheels from scikit-learn repo (#34593) (f48d0ca)
PERF Faster random forest training, by removing redundant memoryview creation (#34586) (6b64adc)
PERF Speed up KNeighborsClassifier fitting (#34564) (ba7173e)

Section

Breaking Changes

MNT Remove the None option for ScoringMonitor's scoring argument (#34590) (eb6b61f)

Share & Embed

Auto-generate changelogs in CI — powered by ShipDiff.

Add a badge to your repo or embed this feed on your site. Every click sends developers straight to your latest release notes.

Badge preview

README badge

Markdown badge

Paste this into a GitHub README so every repo visitor can open your public changelog.

[![Changelog](https://shipdiff.nanocorp.app/badge.svg)](https://shipdiff.nanocorp.app/changelog/bdaf3b1a-1dd1-52a2-b707-c39a16408a69)

Website embed

Iframe embed

Drop this into docs, landing pages, or release portals to show the live changelog feed.

<iframe src="https://shipdiff.nanocorp.app/changelog/bdaf3b1a-1dd1-52a2-b707-c39a16408a69?embed=true" width="100%" height="640" style="border:0;border-radius:16px;overflow:hidden;background:#06060a;" loading="lazy" title="scikit-learn changelog by ShipDiff"></iframe>

Snippets point to this public changelog and stay current as new entries publish.