Popular repositories Loading

1. databook_python databook_python Public

   Forked from dynamicslab/databook_python

   IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

   Jupyter Notebook 1

2. pysindy pysindy Public

   Forked from dynamicslab/pysindy

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

   Python

3. dominant-balance dominant-balance Public

   Forked from dynamicslab/dominant-balance

   Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

   Jupyter Notebook

4. SINDy-PI SINDy-PI Public

   Forked from dynamicslab/SINDy-PI

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

   MATLAB

5. derivative derivative Public

   Forked from andgoldschmidt/derivative

   Optimal numerical differentiation of noisy time series data in python.

   Python

6. modified-SINDy modified-SINDy Public

   Forked from dynamicslab/modified-SINDy

   Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data

   Jupyter Notebook