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SebChw/Actually-Robust-Training

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Actually Robust Training - Tool Inspired by Andrej Karpathy "Recipe for training neural networks". It allows you to decompose your Deep Learning pipeline into modular and insightful "Steps". Additionally it has many features for testing and debugging neural nets.

active 2023-11-18 → 2025-01-13 (UTC)

Partial coverage22,954 / 26,312 hourly files (87%) · 2 absent upstream · 3,357 failed, retryable2023-08-15 → 2026-08-15 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
239
Pushes
39
Pull requests
24
Issues
26
Stars
19
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 423 days from 2023-11-18 to 2025-01-13. Pushes: 39 total, peak 9 in a day. Pull requests: 24 total, peak 6 in a day. Issues: 26 total, peak 8 in a day. Comments: 67 total, peak 29 in a day. Stars: 19 total, peak 3 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
SebChw93221134
kordc86131128
trebacz62616223
mmaecki5002
dabrze2200

Recent activity

Latest issues, pull requests and releases

  • Issue#213mmaecki2024-04-13 12:37
    Decorators for Regularize step fail
  • Pull request#212SebChw2024-04-13 12:30
  • Pull request#212SebChw2024-04-13 12:08
  • Pull request#211SebChw2024-04-13 12:06
  • Pull request#210SebChw2024-04-13 11:53
  • Pull request#210SebChw2024-04-13 11:49
  • Pull request#207SebChw2024-01-01 17:27
  • Issue#206kordc2023-12-06 22:50
    Exotic steps
  • Pull request#204kordc2023-12-02 17:59
  • Issue#203kordc2023-12-02 15:24
    Verify tqdm warning
  • Issue#202kordc2023-12-02 15:09
    Perform a grammar check in all docs and new tutorials
  • Pull request#198SebChw2023-12-02 11:03
  • Issue#177kordc2023-12-02 10:55
    Rewrite the regularize step
  • Pull request#200SebChw2023-12-02 10:51
  • Pull request#192kordc2023-11-26 18:17
  • Issue comment#180kordc2023-11-26 18:17
    Allow selection of where logs should by printed
  • Issue#180kordc2023-11-26 18:17
    Allow selection of where logs should by printed
  • Issue comment#191kordc2023-11-26 18:02
    Add decorators closes #178
  • Issue#72kordc2023-11-26 18:01
    Missing Karpathy tips
  • Issue#196kordc2023-11-26 18:00
    Create a step "use backprop to chart dependencies"
  • Issue#195kordc2023-11-26 17:59
    Add an information about human metrics
  • Issue#194kordc2023-11-26 17:59
    Implement init well
  • Issue comment#147SebChw2023-11-26 17:56
    Write sqeeze step -> ensemble step
  • Pull request#193kordc2023-11-26 17:26
  • Issue comment#147mmaecki2023-11-25 20:52
    Write sqeeze step -> ensemble step

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 19 stars here means stars gained during the window, not the repo's star count.