dynamicslab

Popular repositories Loading

1. pysindy pysindyPublic

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

   Python 1.9k 384

2. databook_python databook_pythonPublic

   Forked from dylewsky/Data_Driven_Science_Python_Demos

   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 1k 358

3. pykoopman pykoopmanPublic

   A package for computing data-driven approximations to the Koopman operator.

   Python 449 82

4. hydrogym hydrogymPublic

   An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.

   Python 371 53

5. databook_matlab databook_matlabPublic

   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 329 118

6. SINDy-PI SINDy-PIPublic

   SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics

   MATLAB 172 54