Authorities said that several shots were fired from what appeared to be multiple weapons.
One of the injured victims, a 28-year-old woman, was transported to an area hospital for treatment of a gunshot wound to one of her limbs. She was listed in stable condition.
The other victim was badly beaten and was listed in critical condition.
Police said they have one person in custody pending further investigation.
If you have any information about this shooting, you're urged to contact the Los Angeles Sheriff's Department at (323) 890-5500.