I am in F1. I was planning to visit Canada a year ago. I applied for Visa of Canada and got it. But I applied for single entry, but didnt get chance to go there because of my univ projects.
so it all depends on what kind of visa you apply . If you apply for multiple entry you can go any number of time as long as your visa is valid from anywhere, it doesnt have to be from US.