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

Träd: e00b27389e
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aDPtorch
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AshwinRJ e00b27389e Added Federated Avg 6 år sedan
.DS_Store 3c93e8265e Added Regular NN Implementation 6 år sedan
FedNets.py 3c93e8265e Added Regular NN Implementation 6 år sedan
README.md 82adfa2df0 Update README.md 6 år sedan
Update.py e00b27389e Added Federated Avg 6 år sedan
averaging.py e00b27389e Added Federated Avg 6 år sedan
main_fedavg.py e00b27389e Added Federated Avg 6 år sedan
main_nn.py 3c93e8265e Added Regular NN Implementation 6 år sedan
options.py 3c93e8265e Added Regular NN Implementation 6 år sedan
sampling.py e00b27389e Added Federated Avg 6 år sedan

README.md

Federated-Learning

Required Packages

  • Python 3.6
  • PyTorch 0.4.1
  • Torchvision 0.2.1