Docker-Registry is a simple Python app, installing it is straight-forward:
git clone https://github.com/dotcloud/docker-registry.git
cd docker-registry
cp config_sample.yml config.yml
pip install -r requirements.txt
gunicorn --access-logfile - --log-level debug --debug
-b 0.0.0.0:5000 -w 1 wsgi:application