Skip to content

xptree/NetMF

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 
 
 

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

Flickr

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}
}

About

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages