A Python package to learn the Koopman operator.
☆83Jun 25, 2026Updated last month
Alternatives and similar repositories for kooplearn
Users that are interested in kooplearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A package to Learn Linear Operators☆14Dec 14, 2025Updated 7 months ago
- ☆11Oct 11, 2024Updated last year
- Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆35Nov 23, 2023Updated 2 years ago
- Code for CDC2022 submission☆11Sep 1, 2025Updated 11 months ago
- Official PyTorch implementation of NeuralSVD (ICML 2024)☆25Sep 14, 2024Updated last year
- 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.
- Repository for Koopman based learning and nonlinear control☆54Dec 8, 2022Updated 3 years ago
- Code for "Dynamics Harmonics Analysis of Robotic Systems: Application in Data-Driven Koopman Modeling", enabling the modeling of symmetri…☆20Mar 19, 2025Updated last year
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆84May 7, 2024Updated 2 years ago
- All the code needed to learn models from data using Koopman operator approach.☆13Apr 18, 2019Updated 7 years ago
- Neural Koopman Lyapunov Control☆31May 5, 2023Updated 3 years ago
- Orientation estimation for IMUs using multi-kernel maximum Correntropy Kalman filter☆12Sep 7, 2022Updated 3 years ago
- neural networks to learn Koopman eigenfunctions☆491Mar 22, 2024Updated 2 years ago
- ☆13Aug 6, 2025Updated last year
- A package for computing data-driven approximations to the Koopman operator.☆445Jan 22, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆10May 21, 2018Updated 8 years ago
- A sum-of-squares toolbox for stability analysis☆10Dec 4, 2024Updated 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…☆13Dec 1, 2025Updated 8 months ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆46Mar 13, 2024Updated 2 years ago
- A library for Koopman Neural Operator with Pytorch.☆330Oct 5, 2024Updated last year
- ☆12Jul 25, 2024Updated 2 years ago
- Modeling time series using TensorFlow, scikit-learn, SINDy, SARIMA☆16May 25, 2022Updated 4 years ago
- [NeurIPS'23 Spotlight] Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance (LPS), in PyTorch☆30Apr 13, 2024Updated 2 years ago
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆28Mar 30, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Koopman operator☆29Jan 28, 2020Updated 6 years ago
- This is a Python realization for Milan Korda and Igor Mezic's paper Linear predictors for nonlinear dynamical systems: Koopman operator m…☆14Apr 5, 2023Updated 3 years ago
- Consistent Koopman Autoencoders☆76May 23, 2023Updated 3 years ago
- Implement SLS MPC for linear systems subject to polytopic model uncertainty and additive disturbances.☆28May 3, 2024Updated 2 years ago
- Implementation of the work Variational multiple shooting for Bayesian ODEs with Gaussian processes☆13Aug 5, 2022Updated 4 years ago
- Code and files related to random side projects☆21Jan 12, 2022Updated 4 years ago
- ☆12Jun 4, 2024Updated 2 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆118Sep 24, 2025Updated 10 months ago
- Large-scale, multi-GPU capable, kernel solver☆200Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming opti…☆32Sep 12, 2024Updated last year
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆11Apr 14, 2023Updated 3 years ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated 2 years ago
- ☆18Oct 23, 2024Updated last year
- Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances☆50May 23, 2023Updated 3 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆93Apr 14, 2020Updated 6 years ago