GNN

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GNN experiment

1-1. drug rating prediction(from kaggle drug data)

• experiment ipynb file and explain pdf
• ipynb files

1-2. drug rating prediction(using config.yml hyperparameter)

• using config.yml hyperparameter gnn model
• python files

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CS224w

1. Introduction : Structure of Graphs

2. Traditional Methods for ML on Graphs

3. Node Embeddings

4. Link Analysis : PageRank

5. Label Propagation for Node Classification

6. Graph Neural Networks 1: GNN Model

7. Graph Neural Networks 2: Design Space

8. Applications of Graph Neural Networks

9. Theory of Graph Neural Networks

10. Knowledge Graph Embeddings

11. Reasoning over Knowledge Graphs

12. Frequent Subgraph Mining with GNNs

13. Community Detection in Networks

16. Advanced topics on GNNs

17. Scaling Up GNN’s

MultiSAGE

ETC.

GCN (AGIST)

GNN

220128 Review (GCN)