No, we don't know the antidepressive mechanism of antidepressants, therefore we don't know how they work. Understanding some neurochemical reactions and biological adaptations they cause is not enough. (We also don't have a complete understanding of depressive disorders, we don't really have very effective medication/therapy for many depressive people, etc.)