Donniesha Gregory was identified by the Los Angeles County coroner's office.
The shooting was reported at 9:50 p.m. on Dalton Avenue, just south of Martin Luther King Jr. Blvd, an LAPD spokesperson said. According to investigators, the male suspect drove up to the scene, fired shots into a home and then sped away.
Gregory, a Los Angeles resident, was pronounced dead at the location. Officers and detectives responded to the scene, launching a homicide investigation.
A description of the shooter and his vehicle were not available.
The motive for the killing is unknown.