OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
Go to file
2018-11-22 22:49:28 +00:00
bash init bash emb log file 2018-11-17 16:42:10 +00:00
data/cora init_v0.0 2018-11-17 12:30:56 +00:00
emb init bash emb log file 2018-11-17 16:42:10 +00:00
log init bash emb log file 2018-11-17 16:42:10 +00:00
src asne_checked_v0.0 2018-11-22 22:49:28 +00:00
.gitignore graphsageAPI as a class & add save emb method 2018-11-21 21:39:55 +00:00
LICENSE init_v0.0 2018-11-17 12:30:56 +00:00
README.md readme_v0.0 2018-11-18 13:40:26 +00:00
requirements.txt init_v0.0 2018-11-17 12:30:56 +00:00

OpenANE: The first open source toolkit specialized in Attributed Network Embedding (ANE)

authors: Chengbin Hou & Zeyu Dong 2018 Correspondence Email: chengbin.hou10 AT foxmail.com

Methods Realized

ABRW: GCN: GraphSAGE: ASNE: TADW: AANE: DeepWalk: Node2Vec: LINE: AttrPure: AttrComb: etc....

Requirements

pip install -r requirements.txt

Usages

python src/main.py --method abrw

Acknowledgement

We start this project based on https://github.com/thunlp/OpenNE and thanks to their excellent project.