4 results found Sort:

vaseline555
Federated-Learning-in-PyTorch vaseline555
92
422
mit
2
Handy PyTorch implementation of Federated Learning (for your painless research)
fedavg fedopt fedsgd fedadam fedprox fedyogi pytorch fedadagrad deep-learning leaf-benchmark federated-learning
Created 2021-05-08
49 commits to main branch, last one about a year ago
ki-ljl
FedProx-PyTorch ki-ljl
18
102
mit
2
PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
fedprox pytorch federated-learning
Created 2022-03-03
12 commits to main branch, last one 2 years ago
Lee-Gihun
FedNTD Lee-Gihun
15
83
mit
2
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
moon fedavg feddyn fedntd fedavgm fedcurv fednova fedprox scaffold deep-learning computer-vision machine-learning continual-learning federated-learning deep-neural-networks distributed-learning knowledge-distillation artificial-intelligence
Created 2022-11-29
21 commits to master branch, last one about a year ago
c-gabri
Federated-Learning-PyTorch c-gabri
14
72
gpl-3.0
2
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...
sgd fedir fedvc fedavg fedsgd fedavgm fedprox non-iid pytorch imbalance heterogeneity classification federated-learning
Created 2022-01-05
204 commits to master branch, last one 2 years ago