/IDEC-pytorch

Pytorch implementation of Improved Deep Embedded Clustering

Primary LanguagePython

IDEC-pytorch

Pytorch implementation of Improved Deep Embedded Clustering(IDEC)

  • Xifeng Guo, Long Gao, Xinwang Liu, Jianping Yin. Improved Deep Embedded Clustering with Local Structure Preservation. IJCAI 2017.

original implementation in Keras:IDEC

Usage

python idec.py

Requirements

  • pytorch 0.4
  • python2 / python3
  • sklearn
  • numpy