Police are on the hunt for the man who walked up to the door of the club and started shooting on Saturday morning.
The suspect has been described as a large man wearing a skullcap.
None of the victims suffered life threatening injuries.
The incident comes on the same day as thousands of people marched in the nation’s capital in favor of gun control.