SDA-FC

Implementation of paper "Federated clustering with GAN-based data synthesis".

If federated clustering (FC) piques your interest, then this FC Zoo is well worth a look, accessible here: https://github.com/Jarvisyan/Federated-Clustering.

Requirements:

• Python: 3.8
• Pytorch: 1.11.0
• Packages:
  • pip install fuzzy-c-means
  • pip install scikit-learn
  • pip install munkres

Training for MNIST

• Run python main.py --data_root datasets/mnist --exp_dir output/mnist --p 0.25