AutoLie - Lie Controllability

A Python library for Lie Controllability analyses

Built on top of AutoGrad to do Lie derivatives and Lie brackets of NumPy functions.

Github Repo

Why is this important?

Lie controllability lets us understand how nonlinear dynamics interact with our ability to control them. Leveraging these tools in medicine, specifically in neuroscience, will enable more rational optimization of therapy.