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A Python library for learning and verification of neural networks and other machine learning models

active 2023-08-312026-02-22 (UTC)

Partial coverage20,508 / 26,264 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
212
Pushes
130
Pull requests
2
Issues
19
Stars
6
Forks
2

Activity over time

Daily event counts in the loaded window

Line chart, 907 days from 2023-08-31 to 2026-02-22. Pushes: 130 total, peak 9 in a day. Pull requests: 2 total, peak 2 in a day. Issues: 19 total, peak 5 in a day. Comments: 1 total, peak 1 in a day. Stars: 6 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
sdemarch1038421
ebotoeva343400
AndreaGimelli11900
darioguidotti2200
KarimPedemonte1000

Recent activity

Latest issues, pull requests and releases

  • Issue#44sdemarch2025-09-18 11:37
    [VNNLIB parser] allowance of output property formats
  • Issue#41sdemarch2025-09-18 09:48
    Add MPS Mac support in training
  • Releasesdemarch2025-09-17 08:09
    Release 1.3.1
  • Issue#43sdemarch2025-09-01 12:17
    PyTorch to numpy conversion
  • Issue comment#41sdemarch2025-09-01 10:15
    Add MPS Mac support in training
  • Issue#41sdemarch2025-09-01 08:50
    Add MPS Mac support in training
  • Issue#39AndreaGimelli2025-08-28 10:48
    Bug with SSBP verification strategy
  • Releasesdemarch2025-06-12 08:58
    Release 1.2.4
  • Issue#35sdemarch2025-05-26 11:56
    Feature to add
  • Issue#35AndreaGimelli2025-02-09 10:53
    Feature to add
  • Releasesdemarch2025-02-02 11:19
    Release v1.0.4
  • Releasesdemarch2025-02-02 11:16
    Release v1.0.4
  • Releasesdemarch2025-02-02 11:11
    Release v1.0.3
  • Releasesdemarch2025-02-02 11:07
    Release v1.0.3
  • Pull request#34sdemarch2025-02-02 11:02
  • Pull request#34sdemarch2025-02-02 11:02
  • Issue#23sdemarch2024-07-21 13:07
    Refactor networks.py
  • Issue#24sdemarch2024-07-21 13:07
    Refactor nodes.py
  • Issue#25sdemarch2024-07-21 13:07
    Refactor abstraction.py
  • Issue#27sdemarch2024-07-21 13:06
    Refactor verification.py
  • Issue#26sdemarch2024-04-13 21:01
    Refactor conversion.py
  • Issue#25sdemarch2024-04-13 21:00
    Refactor abstraction.py
  • Issue#24sdemarch2024-04-13 20:56
    Refactor nodes.py
  • Issue#23sdemarch2024-04-13 20:50
    Refactor networks.py
  • Issue#22sdemarch2024-04-13 20:47
    Check commit 7d22b66

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 6 stars here means stars gained during the window, not the repo's star count.