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amueller/introduction_to_ml_with_python

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Notebooks and code for the book "Introduction to Machine Learning with Python"

active 2024-12-212026-05-28 (UTC)

Partial coverage12,675 / 14,448 hourly files (88%) · 2 absent upstream · 1,767 failed, retryable2024-12-172026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
450
Pushes
0
Pull requests
3
Issues
1
Stars
339
Forks
105

Activity over time

Daily event counts in the loaded window

Line chart, 524 days from 2024-12-21 to 2026-05-28. Pushes: 0 total, peak 0 in a day. Pull requests: 3 total, peak 2 in a day. Issues: 1 total, peak 1 in a day. Comments: 2 total, peak 1 in a day. Stars: 339 total, peak 6 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
wanghedy2002
dcompane2020
stevehua1000
mariam8511010

Recent activity

Latest issues, pull requests and releases

  • Pull request#187mariam8512026-01-01 17:16
  • Pull request#186dcompane2025-09-02 04:58
  • Issue comment#185wanghedy2025-09-02 02:09
    Update README.md
  • Pull request#185dcompane2025-09-02 02:08
  • Issue comment#184wanghedy2025-03-02 03:49
    05-model-evaluation-and-improvement.ipynb heatmap error
  • Issue#184stevehua2025-03-02 03:48
    05-model-evaluation-and-improvement.ipynb heatmap error

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 339 stars here means stars gained during the window, not the repo's star count.