With kids, anytime is the time for a party. You do not have to rent giant blow-ups for your front yard and feed every kid within a radius of 100 miles either. Letting your kids have a slumber party with a homemade cake, homemade pizza, a couple of bags of chips and cokes will be remembered for a lifetime.
Have parties for the usual occasions like birthdays and