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์ „์ฒด๋ณด๊ธฐ (12)GNN(11)NLP(1)
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[CS224W] 12. Network Effects and Cascading Behavior

12. Decision based Diffusion Model

GNN
2021๋…„ 4์›” 5์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 11. Link Analysis: PageRank

11. PageRank

GNN
2021๋…„ 3์›” 20์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 9. Graph Neural Networks: Hands-on Session

09. GNN code : Pytorch Geometric

GNN
2021๋…„ 3์›” 8์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 8. Graph Neural Networks

08. Graph Neural Network (GNN), Graph Convolutional Network (GCN), Graph Attention Network (GAT)

GNN
2021๋…„ 3์›” 5์ผ
ยท
2๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 7. Graph Representation Learning

07. Node Embedding, Random Walk, transE

GNN
2021๋…„ 3์›” 4์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 6. Message Passing and Node Classification

06. Relational Classification, Iterative Classification, Belief Propagation

GNN
2021๋…„ 2์›” 26์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 5. Spectral Clustering

05. Graph Partition, Spectral Clustering, Motif-Based Spectral Clustering

GNN
2021๋…„ 2์›” 21์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 4. Community Structure in Networks

04. Network Community, Modularity, Overlapping Community

GNN
2021๋…„ 2์›” 15์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 3. Motifs and Structural Roles in Networks

03. Subgraph, Motifs, Graphlets

GNN
2021๋…„ 2์›” 13์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 2. Properties of Networks and Random Graph Models

02. gnp, smallworld, kronecker graph

GNN
2021๋…„ 2์›” 10์ผ
ยท
1๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224W] 1. Introduction; Structure of graph

01. intro

GNN
2021๋…„ 2์›” 7์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€
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[CS224n] Lecture 4 - Backpropagation and Computation Graph

์ž‘์„ฑ์ž : ํˆฌ๋น…์Šค 13๊ธฐ ์ด์žฌ๋นˆ

NLP
2020๋…„ 12์›” 17์ผ
ยท
0๊ฐœ์˜ ๋Œ“๊ธ€