Also called Swamp Milkweed, because it prefers a damp environment; this one was growing next to a pond in the Homewood Cemetery. It is adaptable, however, and it has become a popular garden flower with numerous cultivars available.
For a description of the species, see the Asclepias incarnata reference page.