R. Kelly's back at his home in Atlanta, but it's not even close to the way he left it ... because burglars cleaned him out!
As we reported ... cops ID'd a suspect who allegedly took everything that wasn't nailed down out of the singer's 2 Atlanta cribs in back-to-back burglaries over Thanksgiving weekend while he was touring.