One victim is in critical condition.
Officers say they received a call just before 8 p.m. Thursday night about some kind of argument involving an ax or hatchet.
When they arrived they found three victims and the suspect identified as 31-year-old Gregory Brewer.
It's unclear if he knew the victims.