Im really frustrated?

If you are old enough to leave I would. I understand parents go through a lot of stress but no ones deserves to be treated that way. Maybe you should try talking to your dad. Maybe suggest to your father that you all go to see someone about her built up anger and stress. Good luck and hang in there!