optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.
active 2024-08-25 → 2026-10-25 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 792 days from 2024-08-25 to 2026-10-25. Pushes: 260 total, peak 14 in a day. Pull requests: 132 total, peak 6 in a day. Issues: 54 total, peak 3 in a day. Comments: 505 total, peak 19 in a day. Stars: 56 total, peak 4 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 |
|---|---|---|---|---|
| janosg | 451 | 120 | 37 | 169 |
| timmens | 261 | 109 | 32 | 65 |
| gauravmanmode | 116 | 12 | 7 | 64 |
| codecov[bot] | 56 | 0 | 0 | 56 |
| spline2hg | 50 | 0 | 9 | 30 |
| hmgaudecker | 39 | 3 | 4 | 27 |
| r3kste | 38 | 0 | 10 | 18 |
| gulshan-123 | 26 | 0 | 1 | 19 |
| pre-commit-ci[bot] | 22 | 11 | 11 | 0 |
| Aziz-Shameem | 16 | 0 | 3 | 13 |
| review-notebook-app[bot] | 16 | 0 | 0 | 16 |
| ChristianZimpelmann | 10 | 0 | 2 | 2 |
| mpetrosian | 10 | 5 | 1 | 0 |
| TimBerti | 7 | 0 | 2 | 2 |
| hamogu | 6 | 0 | 1 | 2 |
| shammeer-s | 6 | 0 | 1 | 5 |
| Amr-Shams | 4 | 0 | 1 | 3 |
| abelaba | 4 | 0 | 1 | 2 |
| sefmef | 4 | 0 | 3 | 1 |
| AashifAmeer | 3 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 56 stars here means stars gained during the window, not the repo's star count.