Colab Notebooks and Video Tutorials¶
We have prepared a list of colab notebooks that practically introduces you to the world of Graph Neural Networks with PyG:
The PyTorch Geometric Tutorial project provides further video tutorials and Colab notebooks for a variety of different methods in PyG:
(Variational) Graph Autoencoders (GAE and VGAE) [Video, Notebook]
Adversarially Regularized Graph Autoencoders (ARGA and ARGVA) [Video, Notebook]
Graph Generation [Video]
Recurrent Graph Neural Networks [Video, Notebook (Part 1), Notebook (Part 2)]
DeepWalk and Node2Vec [Video (Theory), Video (Practice), Notebook]
Edge analysis [Video, Notebook (Link Prediction), Notebook (Label Prediction)]