Yep,
Sweet Potato vine. Lots of folks plant this as an ornamental. There are regular green ones, lime green, dark/almost black, variegated, and probably more. Oh, and the lacy-leaf one is another pretty one.
Look in the ATP database under 'Ipomoea batatas' to see all the different types.