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Community Detection

这里是一个社区发现相关的代码整理仓库,用于记录我的毕设项目

环境

  • python 3.11.9
  • Microsoft Windows 10 家庭版
  • cu121

数据集介绍

所有数据集在读取的时候会做额外处理

  1. 所有节点编号都从0开始
  2. 所有社区编号都从0开始
名字 是否重叠 节点数量 边数量 社区数量 笔记链接 url
email-Eu-core network 非重叠社区 1005 25571 42 [[斯坦福_邮件数据]] https://snap.stanford.edu/data/email-Eu-core.html
Social circles: Facebook 4039 88234 [[斯坦福_脸书数据]] https://snap.stanford.edu/data/ego-Facebook.html
Zachary's Karate Club 非重叠社区 34 78 2 [[Zachary's Karate Club]] https://en.wikipedia.org/wiki/Zachary%27s_karate_club
cora 非重叠社区 2708 5429 8 [[cora]] https://linqs-data.soe.ucsc.edu/public/lbc/cora.tgz
DBLP collaboration network and ground-truth communities 重叠社区 3170080 1049866 13477 [[DBLP]] https://snap.stanford.edu/data/com-DBLP.html
Political Books 非重叠社区 105 441 3 [[political-books]] https://networks.skewed.de/net/polbooks
https://github.com/melaniewalsh/sample-social-network-datasets/blob/master/sample-datasets/political-books/political-books-nodes.csv
Amazon product co-purchasing network and ground-truth communities 重叠社区 334863 925872 https://snap.stanford.edu/data/com-Amazon.html

算法介绍

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