Both victims had injuries that were not life-threatening, SPD Lt. Jason Brands said Wednesday evening.
One of the victims was transported to Memorial Medical Center by ambulance. The other victim showed up at MMC by private vehicle, he said.
The motivation for the attack was not immediately known.
The incident has been turned over to the SPD detective bureau.