A "bomb cyclone" has lashed Australia's most populous state with heavy rain and strong winds, forcing airlines to cancel domestic flights and prompting evacuation warnings in coastal communities.

The low pressure area initially anticipated to become a tropical cyclone has apparently weakened, according to the state weather bureau.