Or with:

  pip freeze -r requirements.txt

So you can keep your file structure with comments, nicely separating your dependencies from the dependencies of your dependencies. This way you'll have a much nicer time the day you need to remove one of them :)

And beware of git urls being replaced by egg names in the process.