This directory hosts the code behind two YouTube videos from the WelcomeAIOverlords channel.
The message_passing.ipynb notebook was used to generate the message passing "water drop" example in the video that explains the connection between the adjacency matrix and message passing algorithms.
The gcn_from_scratch.ipynb notebook was used to implement Graph Convolutional Networks from scratch using NumPy in this video.