About Guild AI
An open-source toolkit for tracking experiments, automating runs, hyperparameter tuning, and pipeline automation aimed at simplifying ML experiment management.
Key Features
- One-command experiment tracking — capture inputs, results, and code snapshots with simple CLI commands.
- Run comparison & analysis — visualize and diff experiment runs and results.
- Automation & hyperparameter tuning — pipeline automation, grid/random/Bayesian search support.
- Remote execution & reproducibility — support for remote training and backing up experiments.
Use Cases & Best For
Individual ML practitioners and small teams who want lightweight CLI-driven experiment tracking.
Users needing quick automation and reproducible experiment workflows via simple commands.
About MLOps & Monitoring
Model operations and lifecycle management