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Regularized FedAvg

Requirements

pip install -r requirements.txt

dataset

MNIST: 1x28x28, automatically downloaded from torchvision

CIFAR10: 3x32x32, resized as 3x28x28, automatically downloaded from torchvision

EMNIST: 1x28x28, automatically downloaded from torchvision

Sent140: manually download from https://www.kaggle.com/kazanova/sentiment140/download

How to run

  1. install the requirements

  2. change the parameters in config.yml

  3. python3 main.py