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Introduction to Graph Neural Networks
In this session of Machine Learning Tech Talks, Senior Research Scientist at DeepMind, Petar Veličković, will give an introductory presentation and Colab exercise on graph neural networks (GNNs).
Chapters
- Introduction
- Fantastic GNNs and where to find them
- Graph data processing
- GCNs, GATs and MPNNs
- Colab exercise
- Resources for further study
Resources
- Theoretical Foundations of GNNs - https://goo.gle/3xwKPSW
- Compiled resources for further study - https://goo.gle/3cO7gvb