neural networks to learn Koopman eigenfunctions
☆479Mar 22, 2024Updated 2 years ago
Alternatives and similar repositories for DeepKoopman
Users that are interested in DeepKoopman are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for "Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control" fro…☆44May 28, 2019Updated 6 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆119Sep 24, 2025Updated 6 months ago
- Consistent Koopman Autoencoders☆75May 23, 2023Updated 2 years ago
- A package for computing data-driven approximations to the Koopman operator.☆420Jan 22, 2026Updated 2 months ago
- Soure code for Deep Koopman with Control☆109Jun 19, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control☆51Nov 15, 2020Updated 5 years ago
- Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition☆39Jan 7, 2022Updated 4 years ago
- [ICLR 2020] Learning Compositional Koopman Operators for Model-Based Control☆94Apr 5, 2021Updated 5 years ago
- ☆81May 3, 2018Updated 7 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆94Apr 14, 2020Updated 5 years ago
- A library for Koopman Neural Operator with Pytorch.☆326Oct 5, 2024Updated last year
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆160Jun 10, 2020Updated 5 years ago
- Koopman Mode Decomposition☆76Jul 19, 2017Updated 8 years ago
- Python Dynamic Mode Decomposition☆1,206Dec 19, 2025Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Data-driven Koopman control theory applied to reinforcement learning!☆34Aug 23, 2023Updated 2 years ago
- ☆379Oct 15, 2021Updated 4 years ago
- Model-based Control using Koopman Operators☆57Jun 13, 2020Updated 5 years ago
- Repository for Koopman based learning and nonlinear control☆52Dec 8, 2022Updated 3 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆22Apr 7, 2023Updated 3 years ago
- Linear and non-linear spectral forecasting algorithms☆139Feb 12, 2021Updated 5 years ago
- A Python package to learn the Koopman operator.☆72Feb 28, 2026Updated last month
- ☆29Jun 7, 2018Updated 7 years ago
- Transformers for modeling physical systems☆148Aug 4, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Compressive dynamic mode decomposition with control for compressive system identification☆40Dec 30, 2017Updated 8 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆82May 7, 2024Updated last year
- ☆301Apr 29, 2020Updated 5 years ago
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 4 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆1,787Mar 24, 2026Updated 2 weeks ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Jul 30, 2022Updated 3 years ago
- Repository for construction of Koopman eigenfunctions for unknown dynamical systems and identification of a lifted state-space model usin…☆31Dec 8, 2022Updated 3 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆14Dec 17, 2019Updated 6 years ago
- ☆23Mar 23, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Learning Koopman operator by EDMD with trainable dictionary☆27Jul 8, 2022Updated 3 years ago
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆32Oct 2, 2017Updated 8 years ago
- Use deep learning to learn Koopman operator and LQR for optimal control☆18Sep 28, 2020Updated 5 years ago
- files for DDK☆12Dec 20, 2023Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆28Aug 8, 2018Updated 7 years ago
- ☆17Feb 11, 2025Updated last year
- In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear rep…☆12Dec 1, 2025Updated 4 months ago