Analyze WwZzz/easyFL

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).

deep-learning distributed-computing fairness federated-learning machine-learning pytorch

Jupyter Notebook

Apache License 2.0

Overview

Summary of the overall repo health

Adoption

Metrics on how many people know and interact with the repo

Stars

432

Open Issues

Forks

Top 1% by stars on GitHub

Excluding zero-starred repos

Contribution

Top Contributors

Top 10 contributors to the repo and their shares

Commits Properties

Metrics showing the quality of commits distribution

Bus Factor

Serious Ratio

Bus factor is less than 10

Diversity

Geo Distribution

Top locations by number of contributors and commits

commits

contributors

Org Distribution

Top organizations contributing to the repo

commits

contributors

Governance

Community governance docs check

Description
Website
Code of Conduct
Contributing.md
Issue Template
PR Template
License
README

Half of the checks (4/8)