sklus/d3s

Data-driven reduced order modeling for nonlinear dynamical systems

A package for the sparse identification of nonlinear dynamical systems from data

Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.

Code for the Dynamical Similarity Analysis (DSA) family of algorithms

Python Dynamic Mode Decomposition

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/