eclypse-org / fedclypse

FedRay: a Research Framework for Federated Learning based on Ray

Home Page:https://fedray.readthedocs.io

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FedRay is a framework for Research in Federated Learning based on Ray. FedRay allows to easily implement your FL algorithms or use off-the-shelf algorithms, and distribute them seamlessly on Ray Clusters.

FedRay is a research project, and it is still under development.

Installation

FedRay can be installed by cloning the repository and running the setup script.

$ git clone https://github.com/vdecaro/fedray
$ cd fedray
$ pip install -e .

Documentation

The documentation is hosted on ReadTheDocs and can be found here.

License

FedRay is released under the MIT license.

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FedRay: a Research Framework for Federated Learning based on Ray

https://fedray.readthedocs.io

License:MIT License


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