We have been there in Feb, July and Sept.
September is probably my favorite, the crowds were small, and the weather was great. February was wonderful also, but we were lucky and had great weather, the next year our cousins went at the same time and wore coats.
Of course I also loved July, but the rest the group was not as happy about the heat or crowds. One thing nice about July was everything was opened and parades were every day.