This repository contains the code for the paper "Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators"

main.py train_eval.py

spectral_learning.py => learn stochastic nonlinear dynamics, and derive the basis ¥bm{x}(t) for process ¥bm{y}(t)

filter.py => estimate ELTO/EOO and then apply those to Kalman filter

modedecom.py => Mode decomposition experiments