Warning

This repository contains legacy code to reproduce the experiments of the paper Learning invariant representations of time-homogeneous stochastic dynamical systems published at ICLR 2024. This code has now been superseded by the newer approach described here. For a standalone implementation of the DPNets loss, and other representation learning losses for dynamical systems check out the library Linear Operator Learning (LOL)