Just grabbed it off pip. Turns out a simple `pip install ipython` doesn't pull in all the dependencies for iPython Notebook. To grab all of those as well, run:

  pip install ipython pyzmq jinja2 tornado

And then:

  ipython notebook

should open the web UI in your default browser.