8 results found Sort:

KarhouTam
FL-bench KarhouTam
83
516
gpl-3.0
6
Benchmark of federated learning. Dedicated to the community. 🤗
deep-learning machine-learning federated-learning pytorch-implementation federated-learning-framework personalized-federated-learning
Created 2023-01-25
455 commits to master branch, last one 6 days ago
microsoft
PersonalizedFL microsoft
48
359
mit
5
Personalized federated learning codebase for research
non-iid deep-learning machine-learning federated-learning personalized-federated-learning
Created 2022-05-05
41 commits to main branch, last one about a year ago
CharlieDinh
pFedMe CharlieDinh
88
291
unknown
3
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
paper pfedme pytorch per-fedavg neurips-2020 federated-learning federated-meta-learning personalized-federated-learning
Created 2020-03-23
209 commits to master branch, last one 3 years ago
omarfoq
FedEM omarfoq
28
157
apache-2.0
3
Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)
pytorch deep-learning machine-learning federated-learning personalized-federated-learning
Created 2021-08-11
11 commits to main branch, last one 2 years ago
NUAA-SmartSensing
FedModule NUAA-SmartSensing
21
152
mit
6
联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
federated-learning synchronous-federated-learning asynchronous-federated-learning personalized-federated-learning semi-asynchronous-federated-learning
Created 2022-05-22
523 commits to master branch, last one 26 days ago
KarhouTam
pFedLA KarhouTam
11
83
mit
3
PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning
cvpr2022 federated-learning pytorch-implementation personalized-federated-learning
Created 2022-08-31
8 commits to master branch, last one about a year ago
KarhouTam
Per-FedAvg KarhouTam
11
46
mit
2
PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
pytorch meta-learning federated-learning personalized-federated-learning
Created 2022-05-09
19 commits to master branch, last one about a year ago
omarfoq
knn-per omarfoq
15
43
apache-2.0
2
Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
pytorch deep-learning machine-learning federated-learning personalized-federated-learning
Created 2022-06-01
10 commits to main branch, last one 2 years ago