The Evolution Engine is a software framework designed to facilitate the development of artificial intelligence and machine learning applications. It provides tools and libraries that help developers create, train, and deploy models efficiently. By streamlining the process, the Evolution Engine allows for faster experimentation and iteration in AI projects. This engine is often used in conjunction with various programming languages and platforms, making it versatile for different types of applications. It supports integration with popular libraries like TensorFlow and PyTorch, enabling users to leverage existing resources while building innovative solutions in the field of AI.