Stopping them is a really bad idea and can have some nasty consequences. Before you consider stopping them talk to your doctor about it and explore the idea of slowly tapering off of medications to see whether your depression returns.
Some medications may make it more difficult to work with magic. But not taking necessary medications can have a much more negative effect on your magical work than the pills would cause. Be very, very careful.