Oh yes, Margaery is definitely invited to the party but she's the one with the palatial estate that the Two Fat Ladies roll up to and cook out of fresh seasonal produce, copious amounts of lard, and roses, natch. It's in honor of Tommen's birthday party - of course he's not king because um, he has no right to be king…