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Handy PyTorch implementation of Federated Learning (for your painless research)
Created 2021-05-08
49 commits to main branch, last one about a year ago
22
139
apache-2.0
2
⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
Created 2022-04-13
57 commits to master branch, last one 3 days ago
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
Created 2022-11-29
21 commits to master branch, last one about a year ago
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...
Created 2022-01-05
204 commits to master branch, last one 2 years ago
8
64
apache-2.0
4
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
Created 2022-12-19
674 commits to master branch, last one 2 months ago
Three implementations of FedAvg: numpy, pytorch and tensorflow federated.
Created 2022-03-01
14 commits to main branch, last one 2 years ago