Graph_algorithm/OpenANE
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
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
37 Commits 2 Branches 1 Tag 831 KiB
Python 99.6%
Shell 0.4%
1e9f634410
Go to file
Dongzy 1e9f634410 Merge branch 'master' into proj-descriptions
2018-11-22 19:02:11 +08:00
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 line_checked_v0.0_minor_fixup 2018-11-20 21:47:12 +00:00
.gitignore abrw_dev_1 2018-11-18 00:02:31 +00:00
LICENSE init_v0.0 2018-11-17 12:30:56 +00:00
README.md readme_v0.0 2018-11-18 13:52:43 +00:00
requirements.txt init_v0.0 2018-11-17 12:30:56 +00:00

README.md

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

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

Methods

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

Datasets

Cora Refer to xxxxx for other datasets such as Citeseer, PubMed, Facebook_Stanford and Facebook_MIT.

Acknowledgement

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