Is Rahab a Convert to Israelite Religion?

Rahab hides spies in return for a promise of her own safety. For this act, Rahab has become a model of faith in the New Testament. Some Jewish sources speak of her as an innkeeper rather than prostitute. But I'm not sure whether calling her a convert to Israelite religion is really warranted.