At least seven people were injured in the incident, with three of them suffered life-threatening wounds, a local police official said.
He added that students of the Ball State University and local youth were among the partygoers.
According to the university's Twitter account, the shooting incident is being investigated.
It later said that students can resume their normal activities as there is no ongoing threat to the campus.