NetMF
This is a Python implementation of NetMF for the task of network embedding learning, as described in our paper:
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Data Sets
BlogCatalog Source Preprocessed
Protein-Protein Interaction Source Preprocessed
Wikipedia Source Preprocessed
Cite
Please cite our paper if you use this code in your own work:
@inproceedings{qiu2018network,
title={Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec},
author={Qiu, Jiezhong and Dong, Yuxiao and Ma, Hao and Li, Jian and Wang, Kuansan and Tang, Jie},
booktitle={Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining},
pages={459--467},
year={2018},
organization={ACM}
}