Graph Convolutional Networks using only NumPy
Join my FREE course Basics of Graph Neural Networks (https://www.graphneuralnets.com/p/bas...! 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.
Code: https://github.com/zjost/blog_code/tr...
Original paper: https://arxiv.org/pdf/1609.02907.pdf
Message Passing video: • Simple Message Passing on Graphs
GCN blog post: https://blog.zakjost.com/post/gcn_cit...
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