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🦉 Data Versioning and ML Experiments
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Accelerated deep learning R&D
A toolkit for reproducible reinforcement learning research.
🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.
Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducible parallel runs in git worktrees, signed lineage, byte-identical replay, opt-in HMAC audit chain, air-gap deploy. https://bernstein.run
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.