A scalable, portable, and lightweight Federated Learning framework.
Project description
Generic and Open Learning Federator
A scalable, portable, and lightweight Federated Learning framework.
Free software: MIT license
Documentation: https://generic-and-open-learning-federator.readthedocs.io.
News
June 08, 2024 – Cedar (A Secure, Cost-Efficient and Domain-Adaptive Framework).
Features
GOLF provides a lightweight solution to support the implementation of FL.
GOLF modularizes system functions to achieve loose coupling during system development and deployment, which makes the framework more generic and scalable.
GOLF uses container technology to ensure that the system is weakly dependent on the compilation environment to achieve portability.
GOLF is compatible with multiple devices (e.g., Android, embedded computers, edge devices, etc.).
Credits
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.
History
0.1.0 (2022-11-28)
First release on PyPI.
