Description: “Coding에 도움되는 링크”

Table of contents

1. Graph Neural Network Framework
2. GNN paper Repo
3. GNN Blog
4. Tutorial

Graph Neural Network Framework

1. CrawlScript/tf_geometric
2. DeepGraphLearning/torchdrug
3. rapidsai/cugraph
4. snap-stanford/snap
5. pyg-team/pytorch_geometric
6. snap-stanford/ogb
7. dmlc/dgl
8. snap-stanford/GraphGym
9. benedekrozemberczki/karateclub
10. divelab/DIG

GNN paper Repo

1. hhliu79/TWP
   • Overcoming Catastrophic Forgetting in Graph Neural Networks
2. Junshan-Wang/ContinualGNN
   • Streaming Graph Neural Networks via Continual Learning
3. naganandy/graph-based-deep-learning-literature
4. deepopo/CENALP
   • Joint Link Prediction and Network Alignment via Cross-graph Embedding
5. zetayue/MXMNet
   • Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures
6. Tiiiger/SGC
   • Simplifying Graph Convolutional Networks
7. snap-stanford/GEARS
   • GEARS: Predicting transcriptional outcomes of novel multi-gene perturbations
8. mengliu1998/awesome-expressive-gnn
9. IndexFziQ/GNN4NLP-Papers
10. weihua916/powerful-gnns
    • How Powerful are Graph Neural Networks?
11. GNN-KR/paper_list
12. benedekrozemberczki/CapsGNN
    • Capsule Graph Neural Network
13. thunlp/GNNPapers
14. Junyoungpark/GNNAtoZ
15. Junshan-Wang/ContinualGNN
    • Streaming Graph Neural Networks via Continual Learning
16. wyd1502/DGNN
    • Streaming Graph Neural Network

GNN Blog

1. tteon/Graph-Embedding
2. jinseo-ok/Graph-Seminar

Tutorial

1. ceo21ckim / DGL-tutorial