Myriad

A JAX-native platform for massively parallel system identification and control.

Myriad is built around a simple idea: if you can simulate thousands of experiments in parallel on a GPU, you can learn a lot faster about uncertain, stochastic systems. It combines system identification, control, and population-level learning in a single experimental framework.

Warning

Myriad is in early active development. APIs will change, documentation has large gaps, and some features are still taking shape. Things will improve over time — contributions and feedback are welcome!

Check out Motivation & Philosophy to learn more about Myriad, the tutorials to get started, or head to the GitHub repo for the source code and latest updates.