eigensteve / pysindyLinks
A package for the sparse identification of nonlinear dynamical systems from data
☆10Updated 5 years ago
Alternatives and similar repositories for pysindy
Users that are interested in pysindy are comparing it to the libraries listed below
Sorting:
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆160Updated 4 years ago
- A package for computing data-driven approximations to the Koopman operator.☆404Updated last year
- mathLab mirror of Python Dynamic Mode Decomposition☆113Updated 10 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60Updated 3 years ago
- ☆379Updated 4 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆84Updated 3 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆162Updated last year
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆90Updated 5 months ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 4 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Updated 5 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆77Updated this week
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆156Updated 2 months ago
- ☆43Updated 7 years ago
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆181Updated 4 years ago
- neural networks to learn Koopman eigenfunctions☆462Updated last year
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated 2 years ago
- ☆274Updated 3 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Updated 4 years ago
- PySensors is a Python package for sparse sensor placement☆109Updated last week
- Data-driven reduced order modeling for nonlinear dynamical systems☆97Updated last week
- Example problems in Physics informed neural network in JAX☆81Updated 2 years ago
- PySINDy GUI☆47Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆24Updated 4 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆19Updated 7 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- ☆199Updated 9 months ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆56Updated 2 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆149Updated 5 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago