OpSafari/laborix
Autonomous experiment-pipeline orchestrator: versioned research-plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret against synthetic oracles, ablation bookkeeping, offline report synthesis. NumPy core, CPU-only torch extra.
About the project
Offline orchestrator for experiment pipelines: versioned plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret, ablation bookkeeping, and report synthesis. Depends only on NumPy; torch is optional.
Useful for
- Validate an experiment plan for cycles and dangling refs via laborix validate
- Resume a crashed run from the ledger to byte-identical artifacts
- Compare UCB1 and Thompson by cumulative regret on a synthetic oracle
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.
Why it’s trending
- 26 stars so far today, about 34 expected by the end of the day.
- The repository is 0 days old and already has 87 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 180 forks a day — people are taking the code.
Stars per day
Bars are daily stars, the line is the usual pace. Red marks spike days.
Numbers
- Total stars
- 87
- Today
- 26 · ≈ 34 by evening
- Forks
- 10
- Issues and pull requests
- 6
- Watchers
- 0
- Language
- Python
- License
- MIT
- Created
- September 30, 2026
- Last push
- September 30, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 30, 2026Top new repositories this week: #194
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