Remove completely Catch Kathmandu Pro

Hi, I'd like to remove completely my Catch Kathmandu Pro Theme to reinstall it after. But when I re-install the theme, settings are already there as it was for the last installation. How can I do to restart from scratch ? Thanks for your help, Guillaume