Abstract In this study. we present a sophisticated multi-label deep learning framework for the prediction of RNA-RBP (RNA-binding protein) interactions. a critical aspect in understanding RNA functionality modulation and its implications in disease pathogenesis. Our approach leverages machine learning to develop a rapid and cost-efficient predictive model for these interactions. https://www.bekindtopets.com/