I bought 3 of these off the discount rack at Lowes. Is it ok to transplant them now? Or do I just leave them in the containers and plant them in the fall?

I have one I bought last year that was in a decorative container; left it in my flower bed and it was beautiful. I never had tried lilies before and have fallen in love with them, especially the fragrant ones.

Dana