Police said in a statement Friday that a woman was pronounced dead at the scene of the shooting Thursday night and that a man and girl died after being taken to the hospital.
The shooting happened in a residential neighborhood but authorities did not say whether it happened inside a residence or elsewhere.
The victims and the suspect were not identified and authorities did not say what led to shots being fired.
Police shut down a southwest Denver intersection after the shooting.