some programs can be launched from a terminal window
open up a shell and enter the package name
like guituner
if that doesnt launch the program try a quick search for in
type updatedb (this may take some time so wait for a prompt #)
type locate guituner (or the desired package name)
edit: OOPS I was typing the message while 2 people already replyed