Christmas season usually starts on the weekend around the 7th November, so I'm guessing some of the decorations will be up, if it's like Halloween you'll probably notice new ones appearing daily.
As Jill says, they decorate the park for Christmas season straight after the Bonfire season. Its done practically over night, with some sneaking in as soon as the Halloween decs are down