Implementation of different models of Neural Networks on graphs as explained in the article proposed by Gilmer et al. [1].
$ pip install -r requirements.txt
$ python main.py
Running any experiment using QM9 dataset needs installing the rdkit package, which can be done following the instructions available here
The data used in this project can be downloaded here.
[8] Bruna et al., Spectral Networks and Locally Connected Networks on Graphs, ICLR, 2014.
@Article{Gilmer2017,
author = {Justin Gilmer and Samuel S. Schoenholz and Patrick F. Riley and Oriol Vinyals and George E. Dahl},
title = {Neural Message Passing for Quantum Chemistry},
journal = {CoRR},
year = {2017}
}