Police spokesman Officer Matthew Longshore said that investigators believe the shooting occurred during a party in one of the apartments.
Three teenagers and two adults sustained injuries; they have all been transported to hospital, according to the police.
Police are searching for a suspect who was reportedly wearing a yellow hooded sweatshirt.
Aurora is situated about 10 miles from Denver.