Police say there was a fight about noise coming from the party.
All injuries are non-life threatening.
A neighbor says before the shooting, it all started with fireworks, some of which left his car damaged.
"I called the police four times. He called the police. None of them came," Darnell Ragland said. "And I told them when they came, if they would have did this it would have never happened. If they would have came in time, this all would never happened."