【斯坦福】CS224W:图机器学习( 中英字幕 | 2019秋)

2.9万
228
2020-04-20 13:20:29
434
229
2278
168
https://www.youtube.com/ 课程主页:http://web.stanford.edu/class/cs224w/ 课程主讲:Stanford Jure Leskovec(CS副教授) 课程内容:GNN 19课时+2次补充内容(基础知识:snap.py、在线服务器使用、数学基础) 课程资料(作业及PPT): 链接:https://pan.baidu.com/s/1knl8X9lExVcMQe6HU2lobg 提取码:u1iz 字幕制作(中英):Ruanpee
  • 字幕制作者(中文(简体)):Ruanpee
懒惰必遭报应
视频选集
(1/21)
自动连播
1. Introduction; Structure of Graphs (Sep 24, 2019)
01:19:22
2. Properties of Networks and Random Graph Models (Sep 26, 2019)
01:17:25
Snap.py and Google Cloud tutorial (Sep 27, 2019)
01:06:01
3. Motifs and Structural Roles in Networks (Oct 1, 2019)
01:20:36
4. Community Structure in Networks (Oct 3, 2019)
01:24:07
Review of Linear Algebra, Probability, and Proof Techniques (Oct 4, 2019)
01:21:12
5. Spectral Clustering (Oct 8, 2019)
01:21:07
6. Message Passing and Node Classification (Oct 10, 2019)
01:22:19
7. Graph Representation Learning (Oct 15, 2019)
01:19:22
8. Graph Neural Networks (Oct 17, 2019)
01:20:53
9. Graph Neural Networks- Hands-on Session (Oct 22, 2019)
01:17:27
10. Deep Generative Models for Graphs (Oct 24, 2019)
01:18:17
11. Link Analysis- PageRank (Oct 29, 2019)
01:21:25
12. Network Effects and Cascading Behavior (Oct 31, 2019)
01:20:21
13. Probabilistic Contagion and Models of Influence (Nov 5, 2019)
01:14:02
14. Influence Maximization in Networks (Nov 7, 2019)
01:14:53
15. Outbreak Detection in Networks (Nov 12, 2019)
01:18:28
16. Network Evolution (Nov 14, 2019)
01:20:32
17. Reasoning over Knowledge Graphs (Nov 21, 2019)
01:18:33
18. Limitations of Graph Neural Networks (Dec 3, 2019)
01:05:29
19. Applications of Graph Neural Networks (Dec 5, 2019)
01:13:36
客服
顶部
赛事库 课堂 2021拜年纪