I got a tomato plant late in the season from a big box store and promptly transferred it into a larger container.

It gets plenty of sun and I water it regularly. It flowers, but does not fruit.

Any ideas?

It could be the tempurature... has it been over 90's? If not try to pick some of the flowers off and hand pollenate the rest.