Hot Springs National Park is in the middle of Hot Springs, Arkansas! There are several historic buildings (hot springs bathhouses and the park headquarters) located in the downtown area. Visiting in the fall is guaranteed to leave you speachless at all the colors in the downtown and surrounding areas.
A few images from the downtown area:
More views of the surrounding hills: