josephmisiti/awesome-machine-learning

Maintenance

Active

Human commits, 30 days

9

Human commits, 90 days

24

Human commits, 365 days

104

Bot share of commits, 365 days

0%

Last commit

Oct 13, 2026 (2 days ago)

Last human commit

Oct 13, 2026 (2 days ago)

Authors, 90 days

22

Last release

none found

Median PR merge time

23 hours

Responsiveness: of 1 recent issues, n/a got a maintainer reply. Median first response: n/a.

• Only 1 recent issues can be checked for a response, too few to measure response time.

Sources: Commits, Releases, Merged pull requests, Issues

People

Owner

Personal account

Commits sampled

104 since Oct 14, 2025

Authors for half of commits

8

Authors for 80% of commits

40

Contributors

442

Top committers

• josephmisiti: 39% of commits
• Michael-A-Kuykendall: 2% of commits
• s194042: 2% of commits
• shyringo: 2% of commits
• TaXxER: 2% of commits

Sources: Commits, Contributors

Stars

Mostly organic, confidence high

Bursts

• Oct 22, 2014 to Oct 25, 2014: about 199 more stars than usual, peak 101 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
• Jan 5, 2015 to Jan 6, 2015: about 40 more stars than usual, peak 30 in one day, a spike that tapers off. Outside explanation: a jump in forks.
• Jul 22, 2015 to Jul 24, 2015: about 117 more stars than usual, peak 63 in one day, a spike that tapers off. Outside explanation: a jump in forks.
• Feb 4, 2016 to Feb 9, 2016: about 1.2k more stars than usual, peak 805 in one day, a spike that tapers off. Outside explanation: a Hacker News post, a jump in forks, a jump in issues and pull requests.
• Jan 3, 2017 to Jan 5, 2017: about 230 more stars than usual, peak 123 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
• Mar 27, 2019 to Mar 28, 2019: about 59 more stars than usual, peak 48 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
• Jul 5, 2020 to Jul 8, 2020: about 312 more stars than usual, peak 162 in one day, a shape we can't classify. No outside explanation found, so this burst is unexplained.
• Sep 3, 2020 to Sep 4, 2020: about 55 more stars than usual, peak 53 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
• Mar 7, 2021 to Mar 11, 2021: about 529 more stars than usual, peak 235 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
• Jan 7, 2022 to Jan 12, 2022: about 220 more stars than usual, peak 105 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
• Feb 1, 2022 to Feb 2, 2022: about 135 more stars than usual, peak 134 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Mar 21, 2022 to Mar 23, 2022: about 72 more stars than usual, peak 50 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Aug 8, 2022 to Aug 12, 2022: about 292 more stars than usual, peak 119 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
• Sep 21, 2022 to Sep 24, 2022: about 149 more stars than usual, peak 70 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Oct 9, 2022 to Oct 10, 2022: about 55 more stars than usual, peak 42 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Jan 19, 2023 to Jan 20, 2023: about 82 more stars than usual, peak 75 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Sep 21, 2023 to Sep 28, 2023: about 613 more stars than usual, peak 193 in one day, a shape we can't classify. No outside explanation found, so this burst is unexplained.
• Aug 31, 2024 to Aug 31, 2024: about 181 more stars than usual, peak 192 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Jun 15, 2025 to Jun 16, 2025: about 75 more stars than usual, peak 64 in one day, a spike that tapers off. We couldn't check for an outside explanation.
• Jun 14, 2026 to Jun 19, 2026: about 122 more stars than usual, peak 56 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
• Jul 14, 2026 to Jul 15, 2026: about 147 more stars than usual, peak 100 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.

• 4 stars GitHub has since removed (tracked since Oct 13, 2026).

Anyone can buy stars for any repo; bursts alone don't prove the owner did.

• Some star bursts have no matching forks, issues, releases, or launch coverage.
• Anyone can buy stars for any repo, so this describes the star history only.
• Engagement is not compared for non-code or mirror repositories.

Sources: How star history is analyzed

Risk

Flags

No risk flags.

License

Now

No license found

A year ago

Not known

Packages

No published packages found.

OpenSSF Scorecard: 5.5 out of 10 (via deps.dev).

Sources: GitHub: josephmisiti/awesome-machine-learning