fedsgd

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vaseline555 / Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
federated-learning pytorch fedavg fedprox fedsgd leaf-benchmark deep-learning fedadagrad fedadam fedopt fedyogi
Language:Python 368
c-gabri / Federated-Learning-PyTorch
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
federated-learning fedsgd fedavg fedavgm fedir fedvc fedprox non-iid imbalance heterogeneity classification pytorch sgd
Language:Python 62

vaseline555 / Federated-Learning-in-PyTorch