8 results found Sort:

299
1.4k
gpl-2.0
11
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
Created 2020-09-02
503 commits to master branch, last one 3 days ago
Personalized federated learning codebase for research
Created 2022-05-05
41 commits to main branch, last one about a year ago
17
110
gpl-3.0
1
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
Created 2022-11-22
29 commits to main branch, last one 6 months 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
Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federa...
Created 2022-02-18
10 commits to main branch, last one about a year ago