leitwerk

leitwerk is a schema-based evolutionary optimizer for long-running training loops.

What does that mean?

• you define the knobs that can be turned, what they do and how to measure success
• the optimizer knows how to explore search spaces and learn from feedback
• wire this together, and you have a training loop

Who is this for?

• you have code already running in a loop or training setup that produces a score
• you want to save and resume progress, and update your code in between
• you care about sample efficiency because evaluations are expensive

Where to?

• start with the README examples if you want to see it in action
• read the Integration Guide if you want to use it into your own project
• use the API Reference for exact signatures
• see the FAQ for some tips and details