I struggle with depression for periods of time but have mostly always been fit. In my experience, even though it's contrary to most "broscience" out there, diet helps more with depression than working out.

What working out does definitely improve is my sex drive and self-esteem, so it's important to know what's the triggers for your depression, as it may help anyway.