Looks like there's no way to change your password once you've signed up. This is unfortunate, and there's also no verification to ensure that you typed the password that you thought you typed when signing you up.
I can start working on that right now actually. I'm using a third-party authentication library so really all I need to do is add the views to edit users etc.
I'll add a forgot-password link also.