Popular repositories Loading

1. pysindy pysindy Public

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

   Python 1.8k 372

2. databook_python databook_python Public

   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 976 346

3. pykoopman pykoopman Public

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

   Python 420 78

4. databook_matlab databook_matlab Public

   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 317 117

5. SINDy-PI SINDy-PI Public

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

   MATLAB 163 52

6. pysensors pysensors Public

   PySensors is a Python package for sparse sensor placement

   Python 112 26