### Article Source

# Graph Convolutional Networks using only NumPy

Implements Graph Convolutional Networks from scratch to translate the paper’s equations into code.

Applies this to Zachary’s Karate Club graph as an example.

## Message Passing on Graphs

This video discusses the adjacency matrix and how it can be used to implement basic message passing on graphs. A simple example is given using Python.