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  1. pysindy pysindy Public

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

    Python 1.6k 338

  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 913 326

  3. pykoopman pykoopman Public

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

    Python 367 69

  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 294 110

  5. SINDy-PI SINDy-PI Public

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

    MATLAB 149 47

  6. pysensors pysensors Public

    PySensors is a Python package for sparse sensor placement

    Python 93 23

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 1,609 338 79 (12 issues need help) 2 Updated Jul 15, 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 Jul 9, 2025
  • pysindy-example Public

    Template for example notebooks to include in pysindy's docs

    dynamicslab/pysindy-example’s past year of commit activity
    2 MIT 2 0 0 Updated Jul 9, 2025
  • pysensors Public

    PySensors is a Python package for sparse sensor placement

    dynamicslab/pysensors’s past year of commit activity
    Python 93 MIT 23 4 0 Updated Jul 3, 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 75 MIT 13 39 (1 issue needs help) 3 Updated Jun 21, 2025
  • KoopmanRL-NeurIPS Public
    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
    0 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 367 MIT 69 10 5 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 294 110 3 1 Updated Feb 9, 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 913 391 0 9 Updated Jan 21, 2024
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