Lyssna när som helst, var som helst

Kliv in i en oändlig värld av stories

  • 1 miljon stories
  • Hundratals nya stories varje vecka
  • Få tillgång till exklusivt innehåll
  • Avsluta när du vill
Starta erbjudandet
SE - Details page - Device banner - 894x1036
Cover for JAX Essentials: The Complete Guide for Developers and Engineers

JAX Essentials: The Complete Guide for Developers and Engineers

Språk
Engelska
Format
Kategori

Fakta

"JAX Essentials"

JAX Essentials is a comprehensive guide designed for engineers, researchers, and practitioners aiming to master the fundamentals and advanced capabilities of Google’s JAX library. Beginning with the foundational principles, the book explores JAX's unique approach to array programming, rooted in functional programming and immutability, and covers its architecture, data structures, and the powerful mechanics of automatic differentiation. The reader learns how JAX integrates with the broader numerical computing landscape—tracing its evolution, relationship with tools like NumPy and XLA, and its relevance in modern machine learning workflows.

Building on this foundation, the book delves into advanced topics such as efficient array operations, parallelization strategies, just-in-time compilation, differentiation APIs, and functional control flow constructs. Readers are guided through the intricacies of high-performance and distributed computing, memory optimization, cross-framework interoperability, and scientific computing applications, including linear algebra, spectral analysis, differential equations, and statistical modeling. Clear, practical examples and best practices illustrate how to harness JAX’s capabilities for building custom neural networks, scalable training pipelines, and robust production systems.

JAX Essentials further addresses the needs of power users with chapters on extensibility, custom primitives, XLA integration, mixed-precision and distributed training, debugging, and performance tuning. The book concludes with an insightful look at JAX’s ecosystem, emerging libraries, research breakthroughs, and future directions, empowering readers to contribute to and thrive in a vibrant, rapidly evolving open-source community. Whether you are migrating legacy code, scaling scientific workloads, or building state-of-the-art machine learning solutions, this book is your definitive companion for unlocking the potential of JAX.

© 2025 HiTeX Press (E-bok): 6610000974283

Utgivningsdatum

E-bok: 24 juli 2025

Taggar

Därför kommer du älska Storytel

  • 1 miljon stories

  • Lyssna och läs offline

  • Exklusiva nyheter varje vecka

  • Kids Mode (barnsäker miljö)

Populäraste valet

Premium

Lyssna och läs ofta.

169 kr /månad

  • Exklusivt innehåll

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet

Unlimited

Lyssna och läs obegränsat.

249 kr /månad

  • Exklusivt innehåll

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet

Family

Dela stories med hela familjen.

Från 239 kr /månad

  • Exklusivt innehåll

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Du + 1 familjemedlem2 konton

239 kr /månad

Starta erbjudandet

Flex

Lyssna och läs ibland – spara dina olyssnade timmar.

99 kr /månad

  • Spara upp till 100 olyssnade timmar

  • Exklusivt innehåll

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet