Representation Learning on Graphs and Networks

Representation Learning on Graphs and Networks

Open Data Science via YouTube Direct link

- What’s in a GNN layer?

8 of 9

8 of 9

- What’s in a GNN layer?

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Representation Learning on Graphs and Networks

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  1. 1 - Introductions
  2. 2 - Graphs are everywhere!
  3. 3 - Graph Neural Networks are Everywhere!
  4. 4 - Why are we here?
  5. 5 - Rich ecosystem of libraries
  6. 6 - Permutation Invariance and Eqauivariance
  7. 7 - Important Constraint: Locality
  8. 8 - What’s in a GNN layer?
  9. 9 - If you’d like to know more about the three flavors…

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