Did you try writing the thoughts down and burning the paper?
You can do that a few times and then you only have to imagine them being burned and flying away.
Or you practice visualising an orb around yourself and command the depressive thoughts to leave your head and leave the orb, and they cannot reenter, even if they try.
Basically it’s practices likes this one for example: