/DFC

Deep Fuzzy Clustering with Weighted Intra-class Variance and Extended Mutual Information Regularization

Primary LanguagePython

DFC

DFC code for paper

Deep Fuzzy Clustering with Weighted Intra-class Variance and Extended Mutual Information Regularization

Requirement

  • python 3.5
  • munkres
  • argparse
  • pickle
  • sklearn
  • numpy==1.14.1
  • tensorflow==1.9.0

Files

  • DFC.py is the implementation of DFC algorithm
  • File data contains data makers
  • File centers contains initialization centers
  • File pretrain contains pretrain checkpoint obtained by an auto-encoder

Run DFC on Reuters

  • Run DFC on Reuters Dataset
python DFC.py