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
abrwall-in-oneattribute-biased-random-walksattributed-networksembeddinggraph-embeddingnetwork-embeddingnetwork-representation-learning
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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.