golf-federated 0.2.0

A scalable, portable, and lightweight Federated Learning framework.

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.