Ras4d is a novel open-source framework designed to simplify the process of implementing machine learning models in Python. Developed with performance and adaptability in mind, Ras4d empowers developers to construct high-quality machine learning solutions with minimal effort. Its accessible API makes it suitable for both beginners looking to explore