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HNN-Neurips2019
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--- <div align="center"> # NeurIPS Reproducibility Challenge </div> ## Description This repository contains Tensorflow code to replicate the experiments given in NeurIPS 2019 paper [___"Hamiltonian Neural Networks"___](https://arxiv.org/abs/1906.01563) 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](https://drive.google.com/drive/folders/1z4pLdDRVspL74JavzXZAoLdI5QSauj8U?usp=sharing)