Skip to content

Files

Latest commit

680dfee · Feb 10, 2024

History

History

Tutorials_and_Courses

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
Feb 10, 2024

Tutorials and Courses on Graph Neural Networks and Applications

Foundational Courses

  • Stanford CS224W: Machine Learning with Graphs
    • Explore graph representation learning, including GNNs. Course Website
  • 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.