Jax Essentials
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Jax Essentials
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-24
Jax Essentials written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-24 with Computers categories.
"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.
Google Jax Essentials
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Author : Mei Wong
language : en
Publisher: GitforGits
Release Date : 2023-05-31
Google Jax Essentials written by Mei Wong and has been published by GitforGits this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-31 with Computers categories.
"Google JAX Essentials" is a comprehensive guide designed for machine learning and deep learning professionals aiming to leverage the power and capabilities of Google's JAX library in their projects. Over the course of eight chapters, this book takes the reader from understanding the challenges of deep learning and numerical computations in the existing frameworks to the essentials of Google JAX, its functionalities, and how to leverage it in real-world machine learning and deep learning projects. The book starts by emphasizing the importance of numerical computing in ML and DL, demonstrating the limitations of standard libraries like NumPy, and introducing the solution offered by JAX. It then guides the reader through the installation of JAX on different computing environments like CPUs, GPUs, and TPUs, and its integration into existing ML and DL projects. The book details the advanced numerical operations and unique features of JAX, including JIT compilation, automatic differentiation, batched operations, and custom gradients. It illustrates how these features can be employed to write code that is both simpler and faster. The book also delves into parallel computation, the effective use of the vmap function, and the use of pmap for distributed computing. Lastly, the reader is walked through the practical application of JAX in training different deep learning models, including RNNs, CNNs, and Bayesian models, with an additional focus on performance-tuning strategies for JAX applications. Key Learnings Mastering the installation and configuration of JAX on various computing environments. Understanding the intricacies of JAX's advanced numerical operations. Harnessing the power of JIT compilation in JAX for accelerated computations. Implementing batched operations using the vmap function for efficient processing. Leveraging automatic differentiation and custom gradients in JAX. Proficiency in using the pmap function for distributed computing in JAX. Training different types of deep learning models using JAX. Applying performance tuning strategies to maximize JAX application efficiency. Integrating JAX into existing machine learning and deep learning projects. Complementing the official JAX documentation with practical, real-world applications. Table of Content Necessity for Google JAX Unravelling JAX Setting up JAX for Machine Learning and Deep Learning JAX for Numerical Computing Diving Deeper into Auto Differentiation and Gradients Efficient Batch Processing with JAX Power of Parallel Computing with JAX Training Neural Networks with JAX Audience This is must read for machine learning and deep learning professionals to be skilled with the most innovative deep learning library. Knowing Python and experience with machine learning is sufficient is desired to begin with this book.
Essential Math Skills For Engineers
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Author : Clayton R. Paul
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-20
Essential Math Skills For Engineers written by Clayton R. Paul and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-20 with Computers categories.
Just the math skills you need to excel in the study or practice of engineering Good math skills are indispensable for all engineers regardless of their specialty, yet only a relatively small portion of the math that engineering students study in college mathematics courses is used on a frequent basis in the study or practice of engineering. That's why Essential Math Skills for Engineers focuses on only these few critically essential math skills that students need in order to advance in their engineering studies and excel in engineering practice. Essential Math Skills for Engineers features concise, easy-to-follow explanations that quickly bring readers up to speed on all the essential core math skills used in the daily study and practice of engineering. These fundamental and essential skills are logically grouped into categories that make them easy to learn while also promoting their long-term retention. Among the key areas covered are: Algebra, geometry, trigonometry, complex arithmetic, and differential and integral calculus Simultaneous, linear, algebraic equations Linear, constant-coefficient, ordinary differential equations Linear, constant-coefficient, difference equations Linear, constant-coefficient, partial differential equations Fourier series and Fourier transform Laplace transform Mathematics of vectors With the thorough understanding of essential math skills gained from this text, readers will have mastered a key component of the knowledge needed to become successful students of engineering. In addition, this text is highly recommended for practicing engineers who want to refresh their math skills in order to tackle problems in engineering with confidence.
The Essential Reader S Companion Star Wars
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Author : Pablo Hidalgo
language : en
Publisher: Random House Worlds
Release Date : 2012-10-02
The Essential Reader S Companion Star Wars written by Pablo Hidalgo and has been published by Random House Worlds this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-02 with Fiction categories.
THE DEFINITIVE WORD ON STAR WARS FICTION The legendary motion picture Star Wars has spawned two big-screen sequels and three prequels—and decades of bestselling fiction. From the original movie tie-in novel through the monumental Fate of the Jedi series, legions of devoted readers have helped expand science fiction’s most celebrated film saga into a page-turning print sensation. Now, for the first time, a comprehensive overview of these sweeping Star Wars adventures is presented in one beautifully illustrated volume. Star Wars: The Essential Reader’s Companion spans the entire galaxy of published Star Wars fiction—movie novelizations, original stand alone and series novels, short stories, eBook novellas, young adult titles, and comics—and features: • a concise synopsis of each story, including key characters and planets • exclusive behind-the-scenes facts and anecdotes about authors, plot and character development, continuity notes, and significance in the Star Wars Expanded Universe • details on which novels are linked to Star Wars comic books from Dark Horse and Marvel • a chronological listing of titles, spanning the 25,000-year history of the Star Wars universe and placing each story in its proper context • more than one hundred original paintings throughout by some of fans’ favorite artists Whether skimming through fateful eras from the Old Republic to the New Jedi Order; delving deep into the ancient history of the Lost Tribe of the Sith or the tumultuous Clone Wars; crossing paths—and lightsabers—with Dark Lords such as Plagueis or Bane, Sidious or Vader; helming the Millennium Falcon with Han Solo; or mastering the Force with Luke Skywalker, this one-of-a-kind, one-stop reference is a must for fans looking to maximize their knowledge of the sprawling Star Wars Expanded Universe.
Essential Concepts In Mri
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Author : Yang Xia
language : en
Publisher: John Wiley & Sons
Release Date : 2022-05-31
Essential Concepts In Mri written by Yang Xia and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Medical categories.
ESSENTIAL CONCEPTS IN MRI A concise and complete introductory treatment of NMR and MRI Essential Concepts in MRI delivers the first comprehensive look at magnetic resonance imaging with a practical focus on nuclear magnetic resonance spectroscopy applications. The book includes the essential components of MRI and NMR and is written for anyone new to the field of MRI who seeks to gain a complete understanding of all four essential components of MRI: physics theory, instrumentation, spectroscopy, and imaging. Highly visual and including numerous full color figures that provide crucial graphical descriptions of key concepts discussed in the book, Essential Concepts in MRI includes discussions of quantitative and creative MRI, as well as spatial mapping in MRI and the effects of the field gradient and k-space imaging. The book also covers: A thorough introduction to essential concepts in nuclear magnetic resonance, including classical descriptions of NMR and quantum mechanical descriptions of NMR Comprehensive explorations of essential concepts in NMR instrumentation, including magnets, radio-frequency coils, transmitters, and receivers Practical discussions of essential concepts in NMR spectroscopy, including simple 1D spectroscopy, double resonance, and dipolar interactions in two-spin systems In-depth examinations of essential concepts in MRI, including the design of MRI pulse sequences and the elements of MRI instrumentation, with a special focus on quantitative MRI Essential Concepts in MRI is a must-read reference for upper-level undergraduate and postgraduate students in the physical and medical sciences, especially radiology, MRI, and imaging courses. It is also essential for students and researchers in the biomedical sciences and engineering.
Green Arrow War Of The Clans Dc Essential Edition
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Author : Jeff Lemire
language : en
Publisher: DC Comics
Release Date : 2019-01-01
Green Arrow War Of The Clans Dc Essential Edition written by Jeff Lemire and has been published by DC Comics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-01 with Comics & Graphic Novels categories.
The entire Green Arrow run of New York Times best-selling author Jeff Lemire is now collected in its entirety in this all-new Essential Edition trade paperback graphic novel! Oliver Queen thought he had it all figured out. As the heroic archer Green Arrow, he'd finally found a sense of purpose, friends to aid him, even a place on the Justice League of America. But now he's not even sure where he came from... or whom he came from. As Green Arrow discovers that his stranding on a desert island was more than just an accident, there seem to be more sinister forces at work behind all these sudden revelations. The Queen family is embroiled in a war generations old. A war of clans. A war of outsiders. Acclaimed creative team Jeff Lemire (Animal Man) and Andrea Sorrentino (I, Vampire) take Green Arrow on his most challenging adventure yet. Collects Green Arrow #17-34, Green Arrow Futures End #1 and Green Arrow Secret Origins. The DC Essential Edition series of graphic novels highlights the best standalone stories the medium has to offer featuring comics' greatest characters. These trade paperback editions focus on the easiest entry points DC has in its vast library, with seminal, groundbreaking tales that transcend the printed page. Start with the Essentials.
Fundamentals Of Learning And Memory
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Author : John P. Houston
language : en
Publisher: Harcourt Brace College Publishers
Release Date : 1991
Fundamentals Of Learning And Memory written by John P. Houston and has been published by Harcourt Brace College Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Education categories.
The Essential Guide To Characters Revised Edition Star Wars
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Author : Daniel Wallace
language : en
Publisher: Random House Worlds
Release Date : 2002-04-23
The Essential Guide To Characters Revised Edition Star Wars written by Daniel Wallace and has been published by Random House Worlds this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-04-23 with Fiction categories.
The Star Wars universe is expanding faster than ever before, and Star Wars: The Essential Guide to Characters has received an exciting new face-lift–with completely updated text and more than a hundred brand new, full-color illustrations by extraordinary new artist Michael Sutfin. This all-new Essential Guide features detailed profiles of more than one hundred and thirty characters from across the Star Wars galaxy, including all of your favorites–such as Luke Skywalker, Han Solo, Princess Leia, Darth Vader, and Mara Jade–as well as, from Episode II: • Jango Fett • Count Dooku • Anakin Skywalker • Zam Wesell And the key players from Star Wars: Episode I The Phantom Menace: • Queen Amidala • Qui-Gon Jinn • Mace Windu • Darth Maul Here is complete, updated coverage of the novels from the incredible New Jedi Order and all of the classic movies, books, comics, TV specials, games, and the rest of the Star Wars universe. This must-have book describes the essential history and personal data for each character–with vital statistics, homeworlds, and political affiliations. More characters, more information, brilliant artwork–the Essential Guides are hotter than ever!
Java Ee 7 The Big Picture
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Author : Danny Coward
language : en
Publisher: McGraw Hill Professional
Release Date : 2014-10-11
Java Ee 7 The Big Picture written by Danny Coward and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-11 with Computers categories.
The Definitive Guide to Java Platform, Enterprise Edition 7 Java EE 7: The Big Picture uniquely explores the entire Java EE 7 platform in an all-encompassing style while examining each tier of the platform in enough detail so that you can select the right technologies for specific project needs. In this authoritative guide, Java expert Danny Coward walks you through the code, applications, and frameworks that power the platform. Take full advantage of the robust capabilities of Java EE 7, increase your productivity, and meet enterprise demands with help from this Oracle Press resource. Explore the features of the Java servlet model and Java servlet API Create dynamic web content with JavaServer Pages and JavaServer Faces Build websites for nonbrowser clients with JAX-RS Push data to web clients using Java WebSockets Secure web applications Work with web component APIs Maximize enterprise beans for multithreading, asynchronous processes, transactions, and more Access relational databases with the Java Database Connectivity APIs and the Java Persistence API Understand the packaging and deployment mechanisms of Java EE applications Work with Java EE Contexts and Dependency Injection Secure enterprise beans in a Java EE application Enable parallel processing with Java EE concurrency APIs
Linscott S Directory Of Immunological And Biological Reagents
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Author :
language : en
Publisher:
Release Date : 1988
Linscott S Directory Of Immunological And Biological Reagents written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Biological reagents categories.