# Tobigs Graph Study

## Tobigs Graph Study

- [Tobigs Graph Study](https://tobigs.gitbook.io/tobigs-graph-study/master.md)
- [Chapter1. Machine Learning with Graphs](https://tobigs.gitbook.io/tobigs-graph-study/chapter1.-1.md): 12기 배유나
- [Python code - graph basic](https://tobigs.gitbook.io/tobigs-graph-study/chapter1.-1/python-code-graph-basic.md)
- [Chapter2. Properties of Networks, Random Graph Models](https://tobigs.gitbook.io/tobigs-graph-study/chapter2..md): 12기 박진혁
- [Python code - kronecker product](https://tobigs.gitbook.io/tobigs-graph-study/chapter2./python-code-kronecker-product.md)
- [Chapter3. Motifs and Structural Roles in Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter3..md): 투빅스 12기 이승현
- [Python code  - RoIX & ESU Tree](https://tobigs.gitbook.io/tobigs-graph-study/chapter3./python-code-roix-and-esu-tree.md)
- [Chapter4. Community Structure in Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter4.-community-structure-in-networks.md): 투빅스 13기 이예지
- [Chapter5. Spectral Clustering](https://tobigs.gitbook.io/tobigs-graph-study/chapter5..md): 투빅스 12기 박진혁
- [Chapter6. Message Passing and Node Classification](https://tobigs.gitbook.io/tobigs-graph-study/chapter6..md): 투빅스 12기 배유나
- [Chapter7. Graph Representation Learning](https://tobigs.gitbook.io/tobigs-graph-study/chapter7..md): CS224W 7강 by 신윤종
- [Chapter8. Graph Neural Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter8..md): 12기 이승현
- [Chapter9. Graph Neural Networks:Hands-on Session](https://tobigs.gitbook.io/tobigs-graph-study/chapter9..md): 투빅스 13기 이예지
- [Chapter10. Deep Generative Models for Graphs](https://tobigs.gitbook.io/tobigs-graph-study/chapter10..md): CS224W by 신윤종
- [Chapter11. Link Analysis: PageRank](https://tobigs.gitbook.io/tobigs-graph-study/chapter11..md): 투빅스 12기 배유나
- [Chapter12. Network Effects and Cascading Behavior](https://tobigs.gitbook.io/tobigs-graph-study/chapter12..md)
- [Chapter13. Probabilistic Contagion and Models of influnce](https://tobigs.gitbook.io/tobigs-graph-study/chapter13..md)
- [Chapter14. Influence Maximization in Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter14..md): 투빅스 13기 이예지
- [Chapter15. Outbreak Detection in Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter15..md): CS224w by 신윤종
- [Chapter16. network evolution graph](https://tobigs.gitbook.io/tobigs-graph-study/chapter16..md): 투빅스 12기 배유나
- [Chapter17. Reasoning over Knowledge Graphs](https://tobigs.gitbook.io/tobigs-graph-study/chapter17..md)
- [Chapter18. Limitations of Graph Neural Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter18..md)
- [Chapter19. Applications of Graph Neural Networks](https://tobigs.gitbook.io/tobigs-graph-study/chapter19..md): 투빅스 13기 이예지