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Description
Keras is an API designed to simplify deep learning and make it accessible to developers. It prioritizes reducing cognitive load by offering consistent and simple APIs, minimizing user actions, and providing clear error messages. With Keras, developers have an unfair advantage in building machine learning-powered applications as it focuses on debugging speed, code elegance, maintainability, and deployability. Keras is built on top of the TensorFlow platform and can scale to large clusters of GPUs or TPUs, making exascale machine learning possible and easy. It also offers flexibility in deployment, allowing models to be exported to run in the browser, on mobile devices, or as a web API. Keras is a central part of the TensorFlow ecosystem, covering all aspects of the machine learning workflow from data management to deployment solutions, and is used by organizations such as CERN and NASA for state-of-the-art research.
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