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  1. pysindy Public

    Forked from Ohjeah/sparsereg

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

    Python 642 155

  2. 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 254 109

  3. 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 88 44

  4. SINDy-PI Public

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

    MATLAB 62 27

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

    Python 55 13

  6. PySensors is a Python package for sparse sensor placement

    Python 44 14

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