You get cool weather all the time. We have gone to the waterparks in Nov, Dec and Jan - as well as Mar, Apr, May, Jun, Jul, Aug and Oct. (We haven't gone at all in Feb or Sept, so we don't know about those months).
My husband and son always hit the pool and we always schedule at least one water park during the cooler months.