My federated learning practices:

/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" export PATH="/usr/local/bin:/usr/local/sbin:$PATH" brew update brew install python # Python 3 sudo pip3 install --upgrade virtualenv # system-wide install

virtualenv --python python3 "venv" source "venv/bin/activate" pip install --upgrade pip

pip install --upgrade tensorflow_federated

python -c "import tensorflow_federated as tff; print(tff.federated_computation(lambda: 'Hello World')())"