Ras4d is a novel open-source framework designed to simplify the process of executing machine learning techniques in Python. Built with performance and adaptability in mind, Ras4d empowers developers to deploy high-quality AI solutions with minimal effort. Its intuitive API makes it perfect for both experts looking to leverage the power of machine l