Winters are cold and dry and summers are quite hot. West coast is very wet, East coast is comparatively drier and Southern parts have extreme winters.
Although, summer is the most popular time when tourists are the majority of the crowd, autumn and spring have pleasant temperature and unparallel natural beauty. Anytime is a good time, depending on your comforts and the things you would like to do.