scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.
active 2024-01-02 → 2026-07-09 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 920 days from 2024-01-02 to 2026-07-09. Pushes: 85 total, peak 8 in a day. Pull requests: 47 total, peak 3 in a day. Issues: 8 total, peak 5 in a day. Comments: 94 total, peak 11 in a day. Stars: 11 total, peak 1 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| ethanglaser | 86 | 21 | 14 | 29 |
| Alexsandruss | 77 | 5 | 10 | 32 |
| md-shafiul-alam | 47 | 40 | 1 | 3 |
| david-cortes-intel | 35 | 6 | 13 | 9 |
| olegkkruglov | 29 | 0 | 1 | 14 |
| KateBlueSky | 10 | 9 | 1 | 0 |
| samir-nasibli | 7 | 0 | 0 | 2 |
| icfaust | 5 | 1 | 1 | 2 |
| razdoburdin | 3 | 1 | 0 | 1 |
| jharlow-intel | 3 | 2 | 1 | 0 |
| Vika-F | 2 | 0 | 0 | 0 |
| ashageor | 2 | 0 | 2 | 0 |
| dependabot[bot] | 2 | 0 | 1 | 1 |
| AndreasKaratzas | 2 | 0 | 0 | 1 |
| homksei | 1 | 0 | 1 | 0 |
| marcialouis | 1 | 0 | 1 | 0 |
| AndresGuzman-Ballen | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#207david-cortes-intel2026-04-08 06:29Fix prefetch-dataset hang on GPU
- Pull request#205david-cortes-intel2026-01-16 10:31
- Pull request#205david-cortes-intel2026-01-16 10:31
- Pull request#204david-cortes-intel2026-01-14 15:14
- Issue#117david-cortes-intel2025-12-12 10:06xgboost benchmark datasets missing
- Pull request#203david-cortes-intel2025-12-12 07:13
- Pull request#203david-cortes-intel2025-12-10 14:58
- Issue comment#201david-cortes-intel2025-11-27 07:34feat(datasets): use scikit-learn datasets downloader
- Issue comment#197david-cortes-intel2025-11-27 07:09Remove epsilon dataset usage for ml_benchmarks
- Pull request#201homksei2025-11-26 11:55
- Issue comment#197david-cortes-intel2025-11-20 14:41Remove epsilon dataset usage for ml_benchmarks
- Pull request#198ethanglaser2025-11-18 01:20
- Pull request#197ethanglaser2025-11-12 01:21
- Pull request#196david-cortes-intel2025-11-05 15:53
- Pull request#195david-cortes-intel2025-11-05 15:50
- Pull request#195david-cortes-intel2025-11-05 15:50
- Pull request#193david-cortes-intel2025-10-30 07:54
- Pull request#193david-cortes-intel2025-10-30 07:54
- Pull request#192david-cortes-intel2025-10-30 07:48
- Issue comment#191david-cortes-intel2025-10-28 17:56Expand PCA sizes
- Pull request#191david-cortes-intel2025-10-28 17:17
- Pull request#190david-cortes-intel2025-10-27 13:47
- Pull request#189ethanglaser2025-10-01 07:05
- Pull request#185Alexsandruss2025-09-22 15:01
- Pull request#188Alexsandruss2025-08-29 08:30
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 11 stars here means stars gained during the window, not the repo's star count.