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ray-project / ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
https://ray.io
Apache License 2.0
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Adding new Framework to Ray library #21651

Closed mariaboerner1987 closed 2 years ago

mariaboerner1987 commented 2 years ago

Hey Ray team,

I'm working on the open source project Flower that enables federated learning for different ML frameworks such as scikit, PyTorch (Lightning), and many more. In order to perform multi-machine simulations of Federated Learning, we have used Ray to spawn virtual clients and making different research settings in the field of federated learning possible. Our open-source repository contains already example available here: https://github.com/adap/flower/blob/main/examples/simulation_pytorch

We wanted to reach out to ask whether you'd be interested in adding Flower to your ecosystem at the documentation ray-libraries.html and/or adding/linking our example to your documentation as well? If so, we could open a PR.

We would also be interested in writing a Blog Post about this example and promoting it together with Ray. Is this something you would be interested in?

Many regards, Maria

richardliaw commented 2 years ago

Absolutely, this is awesome! Feel free to create a PR for the ecosystem page and perhaps add a page under "Other Libraries".

A blog would be awesome too, I'd be happy to help provide feedback at any stage. We would be more than happy to do a joint promotion.

mariaboerner1987 commented 2 years ago

Great. Then we will make a PR for adding Flower to the ecosystem. Do you mean with "Other Libraries" the "More Library" in the documentation such as https://docs.ray.io/en/master/joblib.html? I guess we will create a separate PR for this.

I will contact you via mail about the blog post.

richardliaw commented 2 years ago

Yep, that sounds great! Feel free to reach out on slack too if you want faster correspondence.

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