graph-convolutional-networks topic
euler
A distributed graph deep learning framework.
GNNs-Recipe
🟠A study guide to learn about Graph Neural Networks (GNNs)
text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
GNNs-for-NLP
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
FastGCN
The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""
DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
efficient-gnns
Code and resources on scalable and efficient Graph Neural Networks
decagon
Graph convolutional neural network for multirelational link prediction
KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks