haozhg / odmdView external linksLinks
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
☆45Oct 23, 2022Updated 3 years ago
Alternatives and similar repositories for odmd
Users that are interested in odmd are comparing it to the libraries listed below
Sorting:
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Jul 11, 2017Updated 8 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Feb 21, 2021Updated 4 years ago
- AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control☆33Oct 20, 2022Updated 3 years ago
- Dynamic Mode Decomposition☆61Jul 28, 2017Updated 8 years ago
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Jan 7, 2022Updated 4 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆32Jan 15, 2022Updated 4 years ago
- sparse dynamic mode decomposition in python☆37Dec 21, 2015Updated 10 years ago
- Koopman Mode Decomposition☆74Jul 19, 2017Updated 8 years ago
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆11Aug 18, 2022Updated 3 years ago
- Code for CDC2022 submission☆11Sep 1, 2025Updated 5 months ago
- Supplemental code for "Data-driven Control of Soft Robots Using Koopman Operator Theory," by Daniel Bruder, Xun Fu, R. Brent Gillespie, C…☆82Mar 4, 2020Updated 5 years ago
- ☆11Oct 11, 2024Updated last year
- HODMD algorithm from Le Clainche & Vega, SIAM J. on Appl. Dyn. Sys. 16(2), 882-925, 2017☆13Nov 14, 2017Updated 8 years ago
- Riemannian optimization on the symplectic Stiefel manifold☆12Nov 18, 2022Updated 3 years ago
- ☆14Nov 22, 2019Updated 6 years ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆12Jul 23, 2024Updated last year
- Python Dynamic Mode Decomposition☆1,183Dec 19, 2025Updated last month
- Use deep learning to learn Koopman operator and LQR for optimal control☆17Sep 28, 2020Updated 5 years ago
- Supplemental code for "Auto-Generation of Mission-Oriented Robot Controllers Using Bayesian-Based Koopman Operator"☆14Oct 10, 2023Updated 2 years ago
- Streaming GPU Singular Value Decomposition (SVD) and Dynamic Mode Decomposition (DMD).☆17Jun 8, 2023Updated 2 years ago
- Data-driven modeling of chaotic systems in the form of SDEs and nonlinear observation maps☆19Aug 13, 2020Updated 5 years ago
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- ☆19May 25, 2023Updated 2 years ago
- Randomized Dimension Reduction Library☆120Apr 17, 2021Updated 4 years ago
- ☆20Nov 26, 2020Updated 5 years ago
- This repository is for the paper: Computation of two-dimensional Stokes flows via lightning and AAA rational approximation. These MATLAB …☆15Apr 23, 2024Updated last year
- Repository for Koopman based learning and nonlinear control☆52Dec 8, 2022Updated 3 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆81May 7, 2024Updated last year
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆20Oct 25, 2018Updated 7 years ago
- IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control☆49Nov 15, 2020Updated 5 years ago
- Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics.☆22Sep 11, 2023Updated 2 years ago
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆27Nov 14, 2025Updated 3 months ago
- Koopman Reduced-Order Nonlinear Identification and Control☆93Apr 14, 2020Updated 5 years ago
- A package for computing data-driven approximations to the Koopman operator.☆405Jan 22, 2026Updated 3 weeks ago
- Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"☆32Dec 4, 2025Updated 2 months ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Jul 5, 2023Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60May 20, 2022Updated 3 years ago
- Codebase for generating linear/bilinear/nonlinear Koopman model realizations from data and constructing MPC controllers.☆29Sep 20, 2021Updated 4 years ago
- Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"☆27Feb 22, 2023Updated 2 years ago