It is. I spent many years in Guelph and know a few people who have been there for outpatient services, and the grounds are absolutely gorgeous.
From local legend, apparently Liz Taylor, Elvis and Marilyn Monroe spent time there, but no confirmation of any of that was ever made officially of...