Installation & Set up

FedLab can be installed by source code or pip.

Source Code

Install lastest version from GitHub:

$ git clone git@github.com:SMILELab-FL/FedLab.git
$ cd FedLab

Install dependencies:

$ pip install -r requirements.txt

Pip

Install stable version with pip:

$ pip install fedlab

Dataset Download

FedLab provides common dataset used in FL researches.

Download procedure scripts are available in fedlab_benchmarks/datasets. For details of dataset, please follow README.md.