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  1. pysindy pysindy Public

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

    Python 1.7k 355

  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 946 335

  3. pykoopman pykoopman Public

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

    Python 387 72

  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 308 110

  5. SINDy-PI SINDy-PI Public

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

    MATLAB 153 49

  6. pysensors pysensors Public

    PySensors is a Python package for sparse sensor placement

    Python 106 25

Repositories

Showing 10 of 19 repositories
  • pysindy Public

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

    dynamicslab/pysindy’s past year of commit activity
    Python 1,691 355 73 (9 issues need help) 3 Updated Nov 5, 2025
  • pysensors Public

    PySensors is a Python package for sparse sensor placement

    dynamicslab/pysensors’s past year of commit activity
    Python 106 MIT 25 1 0 Updated Oct 23, 2025
  • sindy-addl-examples Public

    Additional examples pulled from pysindy examples folder

    dynamicslab/sindy-addl-examples’s past year of commit activity
    0 MIT 0 0 0 Updated Aug 22, 2025
  • pysindy-example Public

    Template for example notebooks to include in pysindy's docs

    dynamicslab/pysindy-example’s past year of commit activity
    3 MIT 2 0 0 Updated Aug 22, 2025
  • 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
    Jupyter Notebook 81 MIT 14 39 (1 issue needs help) 3 Updated Jul 26, 2025
  • dynamicslab/KoopmanRL-NeurIPS’s past year of commit activity
    HTML 4 4 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 1 0 0 Updated Nov 7, 2024
  • pykoopman Public

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

    dynamicslab/pykoopman’s past year of commit activity
    Python 387 MIT 72 12 4 Updated Nov 6, 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 308 110 3 1 Updated Feb 10, 2024
  • 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

    dynamicslab/databook_python’s past year of commit activity
    Jupyter Notebook 946 402 0 8 Updated Jan 21, 2024

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