From Source
You can install Gunicorn from source just as you would install any other Python package:
$ pip install git+https://github.com/benoitc/gunicorn.git
This will allow you to keep up to date with development on GitHub:
$ pip install -U git+https://github.com/benoitc/gunicorn.git