WwZzz/easyFL

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

Jupyter NotebookPythonmachine-learningdeep-learningdistributed-computingpytorchfairnessfederated-learning
This is stars and forks stats for /WwZzz/easyFL repository. As of 30 Apr, 2024 this repository has 342 stars and 61 forks.

FLGo: A Lightning Framework for Federated Learning Introduction Our FLGo is a strong and reusable experimental platform for research on federated learning (FL) algorithm, which has provided a few easy-to-use modules to hold out for those who want to do various federated learning experiments. Welcome to join our FLGo's WeChat group for more technical discussion. Table of Contents QuickStart Architecture Citation Contacts References QuickStart Install flgo pip install flgo If the package is not found,...
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