RatingFilters is a plugin for Rhythmbox. It adds rating filters to the library browser, allowing you to filter favourite or unrated tracks. This page contains information and links relating to it.
You can download the latest version of the plugin here.
To install the plugin, run install.py. If you have problems, try running ‘install.py -l’ in a terminal and select the version of Rhythmbox you have installed.