Meditation.
It's been shown to be a very effective remedy for depression. It's also a useful tool for getting in control of your mind. If you meditate regularly, you'll find more enjoyment in the things you're already doing.
Also, since it's just you and your thoughts, you may discover something you're interested in and find a hobby that way.