Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).
active 2024-06-22 → 2026-02-16 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 605 days from 2024-06-22 to 2026-02-16. Pushes: 1,224 total, peak 28 in a day. Pull requests: 683 total, peak 19 in a day. Issues: 88 total, peak 5 in a day. Comments: 1,090 total, peak 32 in a day. Stars: 261 total, peak 35 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 |
|---|---|---|---|---|
| ValerianRey | 2.3K | 895 | 572 | 514 |
| PierreQuinton | 995 | 313 | 99 | 287 |
| codecov[bot] | 218 | 0 | 0 | 218 |
| raeudigerRaeffi | 32 | 0 | 1 | 18 |
| EmileAydar | 12 | 0 | 2 | 10 |
| qiauil | 11 | 0 | 1 | 10 |
| pre-commit-ci[bot] | 9 | 3 | 6 | 0 |
| Copilot | 7 | 0 | 0 | 1 |
| claude[bot] | 6 | 0 | 0 | 6 |
| ogencoglu | 5 | 0 | 0 | 2 |
| rkhosrowshahi | 4 | 0 | 1 | 3 |
| rwesterman | 4 | 0 | 0 | 3 |
| austen260 | 4 | 0 | 0 | 3 |
| jixiedy | 3 | 0 | 0 | 2 |
| JAMESKirkQI | 3 | 0 | 0 | 2 |
| stevendbrown | 3 | 0 | 0 | 1 |
| lhallee | 3 | 0 | 0 | 1 |
| mattbuot | 2 | 1 | 1 | 0 |
| lth456321 | 2 | 0 | 0 | 1 |
| whuhit | 2 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#571ValerianRey2026-02-15 18:30
- Pull request#571ValerianRey2026-02-15 18:27
- Issue comment#569codecov[bot]2026-02-15 10:53chore: Update AGENTS.md
- Pull request#569ValerianRey2026-02-15 10:51
- Pull request#569ValerianRey2026-02-15 10:51
- Issue#568ValerianRey2026-02-14 11:08Improve our understanding of profiling
- Issue comment#562PierreQuinton2026-02-14 09:48feat(autojac): Add `jac_tensors` to `backward`
- Issue comment#567codecov[bot]2026-02-13 17:36chore: Add CLAUDE.md
- Pull request#567ValerianRey2026-02-13 17:34
- Issue comment#565codecov[bot]2026-02-13 13:09test: Add static plotter
- Pull request#564ValerianRey2026-02-13 12:44
- Pull request#563ValerianRey2026-02-13 10:59
- Pull request#563ValerianRey2026-02-13 10:59
- Pull request#562PierreQuinton2026-02-13 08:45
- Pull request#561PierreQuinton2026-02-11 09:04
- Issue comment#560codecov[bot]2026-02-10 13:06docs: Fix installation suggestion for optional deps
- Issue comment#559codecov[bot]2026-02-05 14:45ci: Add more flags to ruff checker
- Issue comment#490ValerianRey2026-02-04 03:13ci: Add MPS testing
- Issue comment#554codecov[bot]2026-02-03 10:53ci: Switch to ruff
- Pull request#553ValerianRey2026-02-02 23:59
- Pull request#551ValerianRey2026-02-02 19:49
- Issue comment#551ValerianRey2026-02-02 19:47typing: Replace mypy with ty
- Pull request#551ValerianRey2026-02-02 15:25
- Issue comment#551codecov[bot]2026-02-02 10:24ci: Replace mypy with ty
- Pull request#551PierreQuinton2026-02-02 10:23
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 261 stars here means stars gained during the window, not the repo's star count.