Graph Convolutional Network Framework

GCN is an open source Tensorflow-based framework for developing deep learning applications operating on arbitrary graph structures.

Examples

Examples can be found at gcnf/examples.

Node-level features

gcnf/examples/node_degrees.py demostrates how to learn node degrees

Graph-level features

gcnf/examples/graph_node_count.py demostrates how to learn number of nodes in graphs