Police are urging three teenagers to hand themselves in following a violent home invasion in Melbourne's south-west 10 days ago.

Police were called to a home in Peppermint Crescent in Wyndham Vale about 5.40am on November 17 after five males allegedly forced their way into the house.

Detectives from the Wayward Taskforce arrested and charged two teenagers in relation to the incident last Wednesday and are now seeking three more.

"Detectives are appealing for the three teens to come forward to assist with enquiries in relation to the aggravated home invasion," a police spokesman said.

"The teens are known to frequent the Collingwood, Sunshine and Werribee areas."