An advanced Differential Privacy library for pyTorch, based on opacus.

AshwinRJ acb916a8d7 Minor fix 6 年之前
.DS_Store 3c93e8265e Added Regular NN Implementation 6 年之前
FedNets.py 3c93e8265e Added Regular NN Implementation 6 年之前
README.md 82adfa2df0 Update README.md 6 年之前
Update.py e00b27389e Added Federated Avg 6 年之前
averaging.py e00b27389e Added Federated Avg 6 年之前
main_fedavg.py acb916a8d7 Minor fix 6 年之前
main_nn.py 3c93e8265e Added Regular NN Implementation 6 年之前
options.py 3c93e8265e Added Regular NN Implementation 6 年之前
sampling.py e00b27389e Added Federated Avg 6 年之前

README.md

Federated-Learning

Required Packages

  • Python 3.6
  • PyTorch 0.4.1
  • Torchvision 0.2.1