/Graph-Convolutional-Networks-GCNs

GCNs using NetworkX library.

Primary LanguageJupyter Notebook

Graph-Convolutional-Networks-GCNs

To explore Graph Convolutional Networks (GCNs) by building a simple graph using the NetworkX library and implementing a forward pass of GCN.

Reference:
Kipf Thomas N. and Welling Max, "Semi-Supervised Classification with Graph Convolutional Networks",
International Conference on Learning Representations (ICLR) 2017.
url: https://arxiv.org/pdf/1609.02907.pdf