Tutorials and Courses on Graph Neural Networks and Applications
Foundational Courses
- Stanford CS224W: Machine Learning with Graphs
- GDL Course by Michael Bronstein
PyTorch Geometric Tutorials
- PyTorch Geometric Tutorials
- Advanced PyTorch Geometric Tutorial
University Lectures
- Graph Neural Networks (ESE 5140)
- Basics of Graph Neural Networks
- A primer on the fundamentals of GNNs. Website
Specialized Tutorials
- AAAI 2021 Tutorial on AI for Drug Discovery
- AI techniques for drug discovery, covering a broad range of applications. Website
- Introduction to GNN and Its Application in Drug Discovery
- Basic concepts of GNNs and their impact on drug discovery. Workshop by Toronto Machine Learning Series (TMLS).
Practical Tutorials
- A Practical Tutorial on Graph Neural Networks
- Graph Neural Networks tutorials on notebooks
- GitHub
- Teaches how to implement GNN convolutions in tensorflow.