Albus' clothes are everyday, formal, and athletic : WA, swim shirt from island paradise, and outerwear is from supernatural. If you don't have these expansions the game will substitute different clothes for him. I also have my game patched to the latest patch: 1.63.4.024.001. Albus' hat and beard are not include. See below for the link to them!
Professor Albus Dumbledore here:
Long beard by Sage here: *Click*
Medieval hat by bettye, converted to sims 3 by Esmeralda here; *Click*