asynchronous-federated-learning | Topic

Topic: "asynchronous-federated-learning"

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

Language: Python - Size: 12 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 170 - Forks: 21

[ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler

Language: Python - Size: 411 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 4

Implementation of asynchronous federated learning in flower.

Language: Python - Size: 145 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 14 - Forks: 2

This is the code of paper entitled 'AiFed: An Adaptive and Integrated Mechanism for Federated Data Mining in Asynchronous Mode'.

Language: Python - Size: 88.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

An implementation of asynchronous federated learning in Flower, with additional focus on carbon-aware conditions limiting client operations.

Language: Python - Size: 84 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

Size: 99.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

This is the code of paper entitled "AFM3D: An Asynchronous Federated Meta-learning Framework for Driver Distraction Detection".

Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0