Reproducibility GitHub Repositories (2026) · Open Source Tools

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Trace changed experiment results to the numbers, claims and figures in your LaTeX paper. Offline bilingual review, safe numeric patches and read-only MCP tools.

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

Renku provides a platform and tools for reproducible and collaborative data analysis.

Manage large and heterogeneous data spaces on the file system.