ttccq's Stars
TsingZ0/PFLlib
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
google-research/federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
microsoft/PersonalizedFL
Personalized federated learning codebase for research
CharlieDinh/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
AvivSham/pFedHN
Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]
TsingZ0/FedALA
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
jeremy313/non-iid-dataset-for-personalized-federated-learning
Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".
ki-ljl/FedPer
PyTorch implementation of FedPer (Federated Learning with Personalization Layers).
KarhouTam/Per-FedAvg
PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach
facebookresearch/FL_partial_personalization
Federated Learning with Partial Model Personalization
baolongnguyenmac/fl-ml
This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
MMorafah/Awesome-Federated-Learning-Pruning
Every work on Federated Learning Pruning
louwenxiao/Personalized-Federated-Learning-with-Model-quantization
使用模型量化降低通信开销，动态调整量化比特，降低等待时间，提高收敛速度
destiny301/PMFL
[BigData2022] PMFL: Partial Meta-Federated Learnig