chengzheng2013 / DFC

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

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