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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
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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.