Tutorials

Introductory tutorials

A beginner level introduction to graph machine learning using GraphNeuralNetworks.jl

Hands-on introduction to Graph Neural Networks

Tutorial for Graph Classification using GraphNeuralNetworks.jl

Graph Classification with Graph Neural Networks

Tutorial for Node classification using GraphNeuralNetworks.jl

Node Classification with Graph Neural Networks

Temporal Graph classification with GraphNeuralNetworks.jl

Temporal Graph classification with Graph Neural Networks

Traffic Prediction using GraphNeuralNetworks.jl

Traffic Prediction using recurrent Temporal Graph Convolutional Network

Contributions

If you have a suggestion on adding new tutorials, feel free to create a new issue here. Users are invited to contribute demonstrations of their own. If you want to contribute new tutorials and looking for inspiration, checkout these tutorials from PyTorch Geometric. You are expected to use Pluto.jl notebooks with DemoCards.jl. Please check out existing tutorials for more details.