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Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

Jupyter Notebook 55 30 Updated Jan 8, 2021

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:…

MATLAB 271 106 Updated Feb 9, 2024

IPython notebooks 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

Jupyter Notebook 854 312 Updated Jan 21, 2024

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

Python 1,497 328 Updated Jan 12, 2025

a python 3 library based on deap providing abstraction layers for symbolic regression problems.

Python 94 16 Updated Oct 14, 2021