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  1. pysindy pysindy Public

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

    Python 1.6k 331

  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 888 321

  3. pykoopman pykoopman Public

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

    Python 352 66

  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 291 109

  5. SINDy-PI SINDy-PI Public

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

    MATLAB 143 46

  6. pysensors pysensors Public

    PySensors is a Python package for sparse sensor placement

    Python 90 23

Repositories

Showing 10 of 18 repositories
  • pysindy Public

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

    dynamicslab/pysindy’s past year of commit activity
    Python 1,577 331 77 (12 issues need help) 2 Updated May 6, 2025
  • pysensors Public

    PySensors is a Python package for sparse sensor placement

    dynamicslab/pysensors’s past year of commit activity
    Python 90 MIT 23 4 0 Updated May 1, 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 70 MIT 13 38 (1 issue needs help) 2 Updated Apr 18, 2025
  • KoopmanRL-NeurIPS Public
    dynamicslab/KoopmanRL-NeurIPS’s past year of commit activity
    HTML 2 4 0 0 Updated Apr 11, 2025
  • pysindy-example Public

    Template for example notebooks to include in pysindy's docs

    dynamicslab/pysindy-example’s past year of commit activity
    1 MIT 3 0 0 Updated Nov 7, 2024
  • sindy-original-example Public

    Recreating results of original paper

    dynamicslab/sindy-original-example’s past year of commit activity
    0 MIT 2 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 352 MIT 66 7 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 291 109 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 888 382 0 9 Updated Jan 21, 2024
  • MultiArm-Pendulum Public

    This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." It contains all the CAD files we used to build the pendulum hardware, their corresponding user's manual, and data set we collected from our hardware, which is useful for Machine Learning and AI community.

    dynamicslab/MultiArm-Pendulum’s past year of commit activity
    MATLAB 18 MIT 4 0 0 Updated Aug 8, 2023
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