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• Graph Convolutional Networks using only NumPy

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.