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Federated-Learning

Experiments on Federated Learning for MNIST dataset. Comparison between FedAvg and FedProx algorithm for different parameters.

FedAvg.ipynb

FedAvg algorithm for MNIST dataset for different number of clients, number of epochs, total rounds, and learning rates.

FedProx.ipynb

FedProx algorithm for MNIST dataset for different proximal strength, number of clients, number of epochs, total rounds, and learning rates.

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