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gnf-pytorch's Introduction

GNF-pytorch

Unofficial Implementation of Graph Normalizing Flows in Pytorch and Pytorch-Geometric

Original Paper Reference

Liu, Jenny, et al. "Graph normalizing flows." Advances in Neural Information Processing Systems. 2019.

Original Paper TensorFlow Repo

https://github.com/jliu/graph-normalizing-flows

gnf-pytorch's People

Contributors

johncava avatar jiaqingxie avatar

Stargazers

Sakura avatar avatar avatar Luning Sun avatar Jed Homer avatar

Watchers

James Cloos avatar avatar Kostas Georgiou avatar

Forkers

tianyuzelin aaron1993 jiaqingxie

gnf-pytorch's Issues

Output of the decoder

Hi, John.
I think your implementation is really intuitive. I am just concerning about the output. I think it should be the reconstructed Adjacency Matrix instead of the reconstructed node features as specified in the original paper. And there're some bugs in the code, for example, if the iteration changes, data will be changed and it will return error. I will implement this and do pull request some days later when I fix it.

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