How to recover from depression?

I've been depressed for a wile now and i was just wondering how do u recover? I self harm and i've attempted suicide twice. My mum brought me the doctor and they refused to put me on medication or do anything. Its getting worse now. I'm not eating very much, am constantly sleeping and I've collapsed once. Please help me? I dont no what to do?