A carbon-aware client selection strategy for Flower powered by the Carbon-Aware-SDK.
Enabling privacy-aware and carbon-aware machine learning.
To install lowcarb, simply run
pip install flwr-lowcarb
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.