The club is located in the 14-hundred block of east 75th Street near Blackstone.
Chicago police say two suspects shot two men inside the club, then shot a woman down the street as they were running away.
Two of the victims were said to be in stable condition Sunday. Paramedics took the third victim to the hospital in critical condition.