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  1. pysindy pysindy Public

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

    Python 1.9k 387

  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 1k 361

  3. hydrogym hydrogym Public

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

    Python 507 72

  4. pykoopman pykoopman Public

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

    Python 451 82

  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 332 120

  6. SINDy-PI SINDy-PI Public

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

    MATLAB 172 54

Repositories

Showing 10 of 20 repositories
  • hydrogym Public

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

    dynamicslab/hydrogym's past year of commit activity
    Python 507 MIT 72 15 (2 issues need help) 23 Updated Sep 13, 2026
  • pysindy Public

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

    dynamicslab/pysindy's past year of commit activity
    Python 1,899 387 78 (8 issues need help) 6 Updated Jun 11, 2026
  • sindy-addl-examples Public

    Additional examples pulled from pysindy examples folder

    dynamicslab/sindy-addl-examples's past year of commit activity
    1 MIT 0 0 0 Updated Jun 10, 2026
  • KoopmanRL Public

    Koopman-Assisted Reinforcement Learning

    dynamicslab/KoopmanRL's past year of commit activity
    Python 9 0 10 0 Updated May 13, 2026
  • pysensors Public

    PySensors is a Python package for sparse sensor placement

    dynamicslab/pysensors's past year of commit activity
    Python 122 MIT 26 2 0 Updated Feb 17, 2026
  • pykoopman Public

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

    dynamicslab/pykoopman's past year of commit activity
    Python 451 MIT 82 13 3 Updated Jan 22, 2026
  • pysindy-example Public

    Template for example notebooks to include in pysindy's docs

    dynamicslab/pysindy-example's past year of commit activity
    4 MIT 1 0 0 Updated Dec 8, 2025
  • KoopmanRL-NeurIPS Public
    dynamicslab/KoopmanRL-NeurIPS's past year of commit activity
    HTML 4 3 0 0 Updated Apr 11, 2025
  • sindy-original-example Public

    Recreating results of original paper

    dynamicslab/sindy-original-example's past year of commit activity
    2 MIT 0 0 0 Updated Nov 7, 2024
  • 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://www.databookuw.com/

    dynamicslab/databook_matlab's past year of commit activity
    MATLAB 332 120 3 1 Updated Feb 9, 2024
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