I know it must be hard to deal with all of this and it is very unfortunate. If he knew that you were raped and this pregnancy was the outcome of this act then he shouldn't be mad at you. Afterall, you are the victim here, and he needs to be a little more understanding.
It sounds like you really like him and you are stressing yourself out over this guy and I know it must be hard to get over liking someone but you have to try to be strong and keep going forward.
Focus your time on planning out what it is that you are going to have to do because you are pregnant and what comes after this. Your health and the health of your baby is what's important here and I am sure that you have many other things to worry about other than this guy.
If he wants to come to his senses than maybe he will, this might be hard on him also, but if he is not understanding toward your situation than maybe you should just leave it alone.
I really don't know exactly what to say ( I would forget all about this guy if I were you) but it seems like you are being stubborn and want to continue something with him. I can say that you shouldn't feel guilty or responsible about the way he is acting and all the partying that he is doing as he is doing this to himself and he chose to do what he is doing.
You had no choice in your situation and what you need is support and someone to be understanding. You need to figure out what you are going to do. Worry about boy problems some other time, right now you have to focus on yourself.