Officers responded to the Apple Creek Apartments on Fairmont and Polk Avenues around 2:30 am.
Police say a few people were having a get-together inside an apartment when three to four shots came from outside and struck a man.
The man suffered non-life-threatening injuries, police say.
Investigators have not released a possible suspect description at this time.