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