Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

01Result

uxlfoundation/scikit-learn-intelex ↗

uxlfoundation/scikit-learn-intelex AI coding statistics: 3.2%

of 247 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.2% agent · top contributor 37.5%4 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

8
agent commits
239
other considered commits
4
agent contributors
37.5%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

8assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%25
2026-037.4%54
2026-049.5%21
2026-050%42
2026-060%43
2026-072.7%37
2026-085.9%17
2026-090%8

Peak month: 9.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic52%
GitHub CopilotGitHub41.6%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • 267213a5 on GitHubRPATH cleansing follow-up (#3374)Claude Code
  • f69658dc on GitHub[maintenance] Simplify wrap_output_data and fix transform_output guard (#3Claude Code
  • 65028758 on GitHub[ArrayAPI] Refactor KMeans estimator to follow oneDAL estimator design patClaude Code
  • 33e5d065 on GitHubXFAIL Incremental PCA test 100 column failing test (#3092)GitHub Copilot
  • b92a5112 on GitHubWIP: Enable array api support in neighbor (#2700)GitHub Copilot
  • 7584d8f0 on GitHubRemove scipy version script and ignore incompatible sklearn test (#3018)GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window368
Merge commits removed−0
CI / dependency bots removed−121
Considered247

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli uxlfoundation/scikit-learn-intelex

Scan another repository

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