Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theory" NeurIPS 2020 for details).
☆23Apr 7, 2023Updated 3 years ago
Alternatives and similar repositories for Koopman-Neural-Network-Training
Users that are interested in Koopman-Neural-Network-Training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆84May 7, 2024Updated 2 years ago
- Data-driven Koopman control theory applied to reinforcement learning!☆35Aug 23, 2023Updated 3 years ago
- ☆13Aug 6, 2025Updated last year
- files for DDK☆11Dec 20, 2023Updated 2 years ago
- Fast OOP MATLAB® implementation of Extreme Learning Machines for both regression and binary classification problems.☆13Apr 17, 2016Updated 10 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Koopman Reduced-Order Nonlinear Identification and Control☆93Apr 14, 2020Updated 6 years ago
- Repository for Deterministic Particle Flow Control framework☆10Nov 13, 2022Updated 3 years ago
- neural networks to learn Koopman eigenfunctions☆492Mar 22, 2024Updated 2 years ago
- ☆11Jun 8, 2018Updated 8 years ago
- ☆23Jul 30, 2021Updated 5 years ago
- ☆13May 16, 2023Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆29Aug 8, 2018Updated 8 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆13Dec 17, 2019Updated 6 years ago
- ☆10Mar 8, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A library for Koopman Neural Operator with Pytorch.☆332Oct 5, 2024Updated last year
- Codebase for generating linear/bilinear/nonlinear Koopman model realizations from data and constructing MPC controllers.☆31Sep 20, 2021Updated 4 years ago
- Soure code for Deep Koopman with Control☆115Jun 19, 2022Updated 4 years ago
- a little library to help me with things involving Koopman operators☆12Mar 3, 2022Updated 4 years ago
- The flight simulator and autopilot for my Fligh Dynamics and Controls Class. Based of the text book Small Unmanned Aircraft by Ranal Bear…☆10Jan 28, 2020Updated 6 years ago
- Supplemental code for "Auto-Generation of Mission-Oriented Robot Controllers Using Bayesian-Based Koopman Operator"☆15Oct 10, 2023Updated 2 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆13Aug 8, 2022Updated 4 years ago
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆31Oct 2, 2017Updated 8 years ago
- Neural Laplace Control for Continuous-time Delayed Systems - an offline RL method combining Neural Laplace dynamics model and MPC planner…☆17Apr 26, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Apr 23, 2021Updated 5 years ago
- Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation☆13Jan 24, 2024Updated 2 years ago
- Code for "Learning Control-Oriented Dynamical Structure from Data" by Spencer M. Richards, Jean-Jacques Slotine, Navid Azizan, and Marco …☆16Oct 23, 2023Updated 2 years ago
- Repository for Koopman based learning and nonlinear control☆55Dec 8, 2022Updated 3 years ago
- A package for computing data-driven approximations to the Koopman operator.☆450Jan 22, 2026Updated 7 months ago
- General Astrophysical Simulation System☆13Apr 27, 2026Updated 4 months ago
- Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition☆37Jan 7, 2022Updated 4 years ago
- ☆310Apr 29, 2020Updated 6 years ago
- 一个用于光纤传输仿真的 Python 库☆22Aug 21, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Open AI Gym environment of the Missile Command Atari game.☆12May 23, 2023Updated 3 years ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆38Jul 5, 2021Updated 5 years ago
- Generate a sitemap for the gitbook website☆10Sep 14, 2021Updated 4 years ago
- Fourier_neural_operator☆18Jan 27, 2023Updated 3 years ago
- Predicting speed of cars using optical flow analysis and Convolutional neural networks☆14Sep 1, 2017Updated 9 years ago
- Koopman operator☆29Jan 28, 2020Updated 6 years ago
- xSPDE is an extensible toolbox for solving Stochastic Partial Differential Equations.☆12Mar 9, 2025Updated last year