Popular GitHub Repositories for Koopman

A library for Koopman Neural Operator with Pytorch.

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

Koopman operator identification library in Python, compatible with `scikit-learn`

Consistent Koopman Autoencoders

Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.