PySINDy: Python Library for Sparse Identification of Nonlinear Dynamical Systems
PySINDy is an open‑source Python package released by the dynamicslab community. It focuses on sparse identification of nonlinear dynamical systems from observational data. The
PySINDy is an open‑source Python package released by the dynamicslab community. It focuses
on sparse identification of nonlinear dynamical systems from observational data. The
library implements algorithms that select a minimal set of terms describing system
dynamics. Users can input time‑series measurements and obtain interpretable mathematical
models. The package integrates with common scientific Python stacks such as NumPy and
SciPy. Documentation and examples are provided in the GitHub repository. PySINDy aims to
accelerate research in physics, engineering, and data‑driven modeling. Contributions and
issues are managed through the project's public issue tracker.