8 results found Sort:

307
1.5k
gpl-2.0
11
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
Created 2020-09-02
509 commits to master branch, last one 10 days ago
Personalized federated learning codebase for research
Created 2022-05-05
41 commits to main branch, last one about a year ago
17
111
apache-2.0
1
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
Created 2022-11-22
31 commits to main branch, last one 10 days 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