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NeurIPS Reproducibility Challenge

Description

This repository contains Tensorflow code to replicate the experiments given in NeurIPS 2019 paper

"Hamiltonian Neural Networks"

This repository contains the Tensorflow implementation to replicate the experiments given in NeurIPS 2019 paper

1. Hamiltonian_passed_experiments.ipynb - Containes implementations of all the systems except the Pixels Pendulum System
2. Pixel_Pendulum.ipynb - Contains the implementation of the Pixel Pendulum System
3. Real_mass_spring.ipynb - Contains the implementation of a Real Mass Spring system. This is an original implementation which is not covered in the paper.

Data for Pendulum HNN

The data used for the Pendulum HNN can be found at this link