DeepWalk: Online Learning of Social Representations
- 論文地址: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
- 論文地址:https://www.kdd.org/kdd2016/papers/files/rfp0218-groverA.pdf
- Github地址:https://github.com/aditya-grover/node2vec
- node2vec的軟件實現:http://snap.stanford.edu/node2vec/
- 優秀博文:筆記︱基於網絡節點的node2vec、論文、算法python實現
- 優秀博文:關於Node2vec算法中Graph Embedding同質性和結構性的進一步探討