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

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

README.md

Federated-Learning

Required Packages

  • Python 3.6
  • PyTorch 0.4.1
  • Torchvision 0.2.1