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