TensorFlow is an end-to-end open-source machine learning platform. It boasts a comprehensive and flexible ecosystem encompassing a variety of tools, libraries, and community resources that empower researchers to advance cutting-edge machine learning technologies. Within the TensorFlow machine learning framework, developers can effortlessly construct and deploy machine learning-supported applications.