文件名称:
Stanford 大学--Analysis of Networks课程13-19-PPT.rar
开发工具:
文件大小: 206mb
下载次数: 0
上传时间: 2019-07-15
详细说明:Stanford 大学--Analysis of Networks课程13-19章
Handouts
Info Sheet
Lecture 01 - 09/25 Course Introduction and Structure of Graphs
Lecture 02 - 09/27 Measuring Networks, and Random Graph Model
Lecture 03 - 10/02 Link Analysis: PageRank
Lecture 04 - 10/04 Network Construction, Inference, and Deconvolution
Lecture 05 - 10/09 Motifs and Graphlets
Lecture 06 - 10/11 Community Structure in Networks
Lecture 07 - 10/16 Community Detection: Spectral Clustering
Lecture 08 - 10/18 Link Prediction
Lecture 09 - 10/23 Graph Representation Learning
Lecture 10 - 10/25 Network Effects and Cascading Behavior (1)
Lecture 11 - 10/30 Network Effects and Cascading Behavior (2)
Lecture 12 - 11/01 Influence Maximization in Networks
Lecture 13 - 11/06 Outbreak Detection in Networks
Lecture 14 - 11/08 Network Robustness and Preferential Attachment
Lecture 15 - 11/13 Network Centrality
Lecture 16 - 11/15 Message Passing and Node Classification
Lecture 17 - 11/27 Network Evolution
Lecture 18 - 12/04 Knowledge Graphs and Metapaths
Lecture 19 - 12/06 Graph Convolutional Networks
Recitation 01 - 09/28 Introduction to SNAP.py
Recitation 02 - 10/05 Review of Linear Algebra, Probability, and Proof Techniques
(系统自动生成,下载前可以参看下载内容)
下载文件列表
相关说明
- 本站资源为会员上传分享交流与学习,如有侵犯您的权益,请联系我们删除.
- 本站是交换下载平台,提供交流渠道,下载内容来自于网络,除下载问题外,其它问题请自行百度。
- 本站已设置防盗链,请勿用迅雷、QQ旋风等多线程下载软件下载资源,下载后用WinRAR最新版进行解压.
- 如果您发现内容无法下载,请稍后再次尝试;或者到消费记录里找到下载记录反馈给我们.
- 下载后发现下载的内容跟说明不相乎,请到消费记录里找到下载记录反馈给我们,经确认后退回积分.
- 如下载前有疑问,可以通过点击"提供者"的名字,查看对方的联系方式,联系对方咨询.