DeepWalk: Online Learning of Social Representations
- 论文地址:https://arxiv.org/pdf/1403.6652.pdf
- Github地址:https://github.com/phanein/deepwalk
- deepwalk工具:http://www.perozzi.net/projects/deepwalk/
node2vec: Scalable Feature Learning for Networks
- 论文地址:https://www.kdd.org/kdd2016/papers/files/rfp0218-groverA.pdf
- Github地址:https://github.com/aditya-grover/node2vec
- node2vec的软件实现:http://snap.stanford.edu/node2vec/
- 优秀博文:笔记︱基于网络节点的node2vec、论文、算法python实现
- 优秀博文:关于Node2vec算法中Graph Embedding同质性和结构性的进一步探讨