As a necessary process of modern drug development, finding compound that can selectively bind to specific protein is highly challenging and costly. Exploring drug-target interaction strength in terms affinity (DTA) an emerging effective research approach for development. However, it model interactions deep learning manner, few studies provide interpretable analysis models. This paper proposes D...