When would be the best time to see the Northern Lights, from Canmore in Canada?

I’m going up for an adventure holiday and need to know the best time to go to give myself the maximum chance to see them.
Ok. I meant time of year, not time of the day.
MONTHS!! Before any of you put “winter”. ><