This project discovers equations from data using SINDy (sparse identification on nonlinear dynamics).
The code in this repro relates to the following blog posts:
- Discovering equations from data using SINDy — Under the directories "lorenz-custom" and "lorenz-pysindy".
- Using PySINDy to discover equations from experimental data — Under the directory "oscillator-pysindy".
Setup and running instructions can be found under each directory.