https://github.com/dynamicslab/pysindy

A package for the sparse identification of nonlinear dynamical systems from data
https://github.com/dynamicslab/pysindy

dynamical-systems machine-learning model-discovery nonlinear-dynamics sparse-regression system-identification

Last synced: about 1 month ago
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A package for the sparse identification of nonlinear dynamical systems from data

• Host: GitHub
• URL: https://github.com/dynamicslab/pysindy
• Owner: dynamicslab
• License: other
• Created: 2019-05-10T21:22:25.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2024-05-13T23:40:35.000Z (about 1 month ago)
• Last Synced: 2024-05-14T03:33:03.823Z (about 1 month ago)
• Topics: dynamical-systems, machine-learning, model-discovery, nonlinear-dynamics, sparse-regression, system-identification
• Language: Python
• Homepage: https://pysindy.readthedocs.io/en/latest/
• Size: 881 MB
• Stars: 1,309
• Watchers: 33
• Forks: 302
• Open Issues: 58
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Lists

• awesome-sciml - dynamicslab/pysindy: A package for the sparse identification of nonlinear dynamical systems from data
• awesome-machine-learning-fluid-mechanics - PySINDy
• awesome-scientific-machine-learning - `code`
• awesome-stars - dynamicslab/pysindy - A package for the sparse identification of nonlinear dynamical systems from data (Python)
• awesome-fluid-dynamics - dynamicslab/pysindy - A sparse regression package with several implementations for the Sparse Identification of Nonlinear Dynamical systems.  (Post-processing and Data Analysis / ML / Optical Flow)