Module 9: Graph Neural Networks

Module 9: Graph Neural Networks#

What to learn in this module#

In this module, we will learn how to use neural networks to learn representations of graphs. We will learn:

  • Fourier transform on image

  • Fourier transform on graph

  • Spectral filters

  • Graph convolutional networks

  • Popular GNNs (GCN, GAT, GraphSAGE, and GIN)

Contents