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Quasi-Newton and non-standard optimizers for PyTorch

active 2026-04-232026-07-30 (UTC)

Partial coverage19,246 / 24,806 hourly files (78%) · 2 absent upstream · 5,558 failed, retryable2023-10-142026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
109
Pushes
33
Pull requests
5
Issues
8
Stars
1
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 99 days from 2026-04-23 to 2026-07-30. Pushes: 33 total, peak 17 in a day. Pull requests: 5 total, peak 3 in a day. Issues: 8 total, peak 7 in a day. Comments: 1 total, peak 1 in a day. Stars: 1 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

ContributorContributionsPushesPRsComments
kovacoj443141
dependabot[bot]3210

Recent activity

Latest issues, pull requests and releases

  • Pull request#119dependabot[bot]2026-05-01 14:47
  • Issue#113kovacoj2026-04-24 21:46
    dead: _utils.all_params is unused
  • Issue#112kovacoj2026-04-24 21:46
    dead: LevenbergMarquardt.mu_factor is unused
  • Pull request#102kovacoj2026-04-24 20:44
  • Issue comment#59kovacoj2026-04-24 10:47
    fix: remove unused all_params import in Annealing and Metropolis
  • Issue#67kovacoj2026-04-24 10:38
    feat: expose Newton Tikhonov damping as a user-configurable parameter
  • Issue#65kovacoj2026-04-24 10:35
    test: add device-parameterized tests for device agnosticism
  • Issue#60kovacoj2026-04-24 10:27
    fix: LM _lm_step damping epsilon 1e-8 is undocumented and conflated with mu
  • Issue#58kovacoj2026-04-24 10:27
    refactor: EKF and KF step() bodies are near-identical
  • Issue#56kovacoj2026-04-24 10:27
    refactor: Newton/LM/EKF should use _FlatParamOptimizerMixin or shared helpers instead of manual redefinitions
  • Pull request#46kovacoj2026-04-23 21:23
  • Issue#40kovacoj2026-04-23 16:10
    Several optimizers lose runtime state across state_dict()/load_state_dict()
  • Pull request#7kovacoj2026-04-23 08:58
  • Pull request#1kovacoj2026-04-23 07:36

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1 stars here means stars gained during the window, not the repo's star count.