DyMAD: Dynamics Modeling and Analysis with Data

Version 0.2 as of 08/23/26: Code; Documentation.

DyMAD aims to provide a lightweight and user-friendly toolkit for modeling and analyzing dynamical systems using data-driven approaches, paired with an agentic AI interface.

The implemented and planned algorithms and features for DyMAD are mainly based on the research work from our lab.

It is still far from complete, see our Roadmap for more details.

Feel free to try it out, give feedback, and/or contribute!