{"product_id":"deep-learning-with-jax-grigory-sapunov-9781633438880","title":"Deep Learning with Jax","description":"\u003cb\u003eAccelerate deep learning and other number-intensive tasks with JAX, Google's awesome high-performance numerical computing library.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eIn \u003ci\u003eDeep Learning with JAX\u003c\/i\u003e you will learn how to: \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUse JAX for numerical calculations\u003c\/li\u003e \u003cli\u003eBuild differentiable models with JAX primitives\u003c\/li\u003e \u003cli\u003eRun distributed and parallelized computations with JAX\u003c\/li\u003e \u003cli\u003eUse high-level neural network libraries such as Flax and Haiku\u003c\/li\u003e \u003cli\u003eLeverage libraries and modules from the JAX ecosystem\u003c\/li\u003e \u003c\/ul\u003e \u003cbr\u003eThe JAX numerical computing library tackles the core performance challenges at the heart of deep learning and other scientific computing tasks. By combining Google's Accelerated Linear Algebra platform (XLA) with a hyper-optimized version of NumPy and a variety of other high-performance features, JAX delivers a huge performance boost in low-level computations and transformations. \u003cp\u003e\u003c\/p\u003e\u003ci\u003eDeep Learning with JAX\u003c\/i\u003e is a hands-on guide to using JAX for deep learning and other mathematically-intensive applications. Google Developer Expert Grigory Sapunov steadily builds your understanding of JAX's concepts. The engaging examples introduce the fundamental concepts on which JAX relies and then show you how to apply them to real-world tasks. You'll learn how to use JAX's ecosystem of high-level libraries and modules, and also how to combine TensorFlow and PyTorch with JAX for data loading and deployment. \u003cp\u003e\u003c\/p\u003ePurchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e The JAX Python mathematics library is used by many successful deep learning organizations, including Google's groundbreaking DeepMind team. This exciting newcomer already boasts an amazing ecosystem of tools including high-level deep learning libraries Flax by Google, Haiku by DeepMind, gradient processing and optimization libraries, libraries for evolutionary computations, federated learning, and much more! JAX brings a functional programming mindset to Python deep learning, letting you improve your composability and parallelization in a cluster. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003ci\u003eDeep Learning with JAX\u003c\/i\u003e teaches you how to use JAX and its ecosystem to build neural networks. You'll learn by exploring interesting examples including an image classification tool, an image filter application, and a massive scale neural network with distributed training across a cluster of TPUs. Discover how to work with JAX for hardware and other low-level aspects and how to solve common machine learning problems with JAX. By the time you're finished with this awesome book, you'll be ready to start applying JAX to your own research and prototyping! \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e For intermediate Python programmers who are familiar with deep learning. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eGrigory Sapunov\u003c\/b\u003e is a co-founder and CTO of Intento. He is a software engineer with more than twenty years of experience. Grigory holds a Ph.D. in artificial intelligence and is a Google Developer Expert in Machine Learning.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Grigory Sapunov\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1633438880\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781633438880\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/29\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 408\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.99lbs","brand":"Grigory Sapunov","offers":[{"title":"Paperback","offer_id":46140657041663,"sku":"9781633438880","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b38eb553-2123-41b8-a836-fec9dbbf64b7.jpg?v=1726596671","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-with-jax-grigory-sapunov-9781633438880","provider":"WR Book House","version":"1.0","type":"link"}