/Measure-preserving-neural-networks

This project is to verify the approximation capabilities of measure preserving neural network

Primary LanguagePython

Measure-preserving-neural-networks

This project is to verify the approximation capabilities of measure preserving neural network. The code is based on learner (learner: https://github.com/jpzxshi/learner).

Requirements

python
pytorch
numpy
matploblib

Usage

main.py: training measure preserving training networks; LF_data.py: generate data; LF_output: plot the trajectories of true and learned systems; plot: plot the illustration of expected error.