Graph Neural Network Library for PyTorch

Implementation and experiments of graph embedding algorithms.

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

This is a implementation of SDNE (Structural Deep Network embedding)

Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''

Tensorflow implementation of Attributed Social Network Embedding framework (ASNE)

Code for paper 'Exact-K Recommendation via Maximal Clique Optimization'

Graph Neural Network with Hierarchical Pooling for PyTorch: "Hierarchical Graph Representation Learning with Differentiable Pooling".

Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).