It happened just after midnight outside a home on South Pierce near Truman Avenue in Southeast Fresno Saturday night.
Authorities say more than fifty people were inside when someone started shooting out in front of the house.
Bullets grazed at least three party-goers.
Officers detained about 40 people for questioning, but have not made any arrests.
Investigators say the shooting does not appear to be gang related.