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dynamicslab

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  1. pysindy pysindy Public

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

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  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

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

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  4. pykoopman pykoopman Public

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

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  5. 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 334 122

  6. SINDy-PI SINDy-PI Public

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

    MATLAB 174 54

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