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Carbon-aware client selection strategy for Flower

Project description


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A carbon-aware client selection strategy for Flower powered by the Carbon-Aware-SDK.

Enabling privacy-aware and carbon-aware machine learning.

Installation ⚙️

To install lowcarb, simply run

pip install flwr-lowcarb

Tutorial 🌼

To try out our tutorial, clone the repository and run

python -m venv venv              # create venv
. venv/bin/activate               # activate venv on Linux/Mac
.\venv\Scripts\activate           # activate venv on Windows
pip install -r requirements.txt  # install dependencies

You can then open the tutorial by running jupyter lab and starting flow_lowcarb_tutorial.ipynb.

Project details

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Source Distribution

flwr-lowcarb-0.1.7.tar.gz (1.5 MB view hashes)

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