DWSC

DWSC: Deep Clustering via Weighted k-Subspace Network

This repo hosts the code for paper "Deep Clustering via Weighted k-Subspace Network".

Requirements

tensorflow-gpu==1.12.3
keras==2.2.4
scikit-learn==0.22.2
numpy

Train

A simple way is to run train.py

python train.py

Citation

If you find this project useful for your research, please use the following BibTeX entry.

@article{huang2019deep,
  title={Deep Clustering via Weighted $ k $-Subspace Network},
  author={Huang, Weitian and Yin, Ming and Li, Jianzhong and Xie, Shengli},
  journal={IEEE Signal Processing Letters},
  volume={26},
  number={11},
  pages={1628--1632},
  year={2019},
  publisher={IEEE}
}