Litgu.ru - Литературный Гуру

Название: Rust Programming for beginners: Unmatched power for building fast and secure apps
Автор: Claudia Alves
Издательство: mEm Inc.
Год: 2021
Страниц: 275
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

After reading this book, you'll be ready to build Rust applications. Rust is a statically and strongly typed systems programming language. statically means that all types are known at compile-time, strongly means that these types are designed to make it harder to write incorrect programs. A successful compilation means you have a much better guarantee of correctness than with a cowboy language like C. systems means generating the best possible machine code with full control of memory use. So the uses are pretty hardcore: operating systems, device drivers and embedded systems that might not even have an operating system. However, it's actually a very pleasant language to write normal application code in as well. The big difference from C and C++ is that Rust is safe by default; all memory accesses are checked. It is not possible to corrupt memory by accident.

Название: Introduction to Quantum Algorithms via Linear Algebra, 2nd Edition
Автор: Richard J. Lipton, Kenneth W. Regan
Издательство: The MIT Press
Год: 2021
Страниц: 280
Язык: английский
Формат: epub
Размер: 10.1 MB

Quantum computing explained in terms of elementary linear algebra, emphasizing computation and algorithms and requiring no background in physics. This introduction to quantum algorithms is concise but comprehensive, covering many key algorithms. It is mathematically rigorous but requires minimal background and assumes no knowledge of quantum theory or quantum mechanics. The book explains quantum computation in terms of elementary linear algebra; it assumes the reader will have some familiarity with vectors, matrices, and their basic properties, but offers a review of the relevant material from linear algebra. By emphasizing computation and algorithms rather than physics, it makes quantum algorithms accessible to students and researchers in computer science who have not taken courses in quantum physics or delved into fine details of quantum effects, apparatus, circuits, or theory.

Название: Image Fusion in Remote Sensing: Conventional and Deep Learning Approaches
Автор: Arian Azarang, Nasser Kehtarnavaz
Издательство: Morgan & Claypool
Год: 2021
Страниц: 95
Язык: английский
Формат: pdf (true)
Размер: 43.8 MB

Image fusion in remote sensing or pansharpening involves fusing spatial (panchromatic) and spectral (multispectral) images that are captured by different sensors on satellites. This book addresses image fusion approaches for remote sensing applications. Both conventional and Deep Learning approaches are covered. First, the conventional approaches to image fusion in remote sensing are discussed. These approaches include component substitution, multi-resolution, and model-based algorithms. Then, the recently developed Deep Learning (DL) approaches involving single-objective and multi-objective loss functions are discussed. Experimental results are provided comparing conventional and Deep Learning approaches in terms of both low-resolution and full-resolution objective metrics that are commonly used in remote sensing. The book is concluded by stating anticipated future trends in pansharpening or image fusion in remote sensing.

Название: ADA Programming: Everything you need to know about ADA Programming language, 2nd Edition
Автор: Claudia Alves, Alexander Aronowitz
Издательство: mEm Inc.
Год: 2021
Страниц: 496
Язык: английский
Формат: pdf, mobi, epub
Размер: 10.1 MB

The ADA programming language was first used by the U.S. Department of Defense in the 1980s. ADA is a highly advanced programming language that is designed according to the fundamental software engineering principles of efficiency, reliability, portability and maintainability. ADA provides everything from information hiding to abstract data types to concurrent-oriented programming functionality. Almost all professional ADA programmers follow a controlled validation process that eliminates poor practices and vulnerabilities that were possible through old languages like C. Ada is a highly flexible and structured object-oriented computer programming language.

Название: Введение в прикладное дискретное программирование : модели и вычислительные алгоритмы
Автор: Сигал И.Х. , Иванова А.П.
Издательство: Физматлит
Год: 2007 - 2-е изд., испр. и доп.
Cтраниц: 304
Формат: pdf (ocr) / djvu
Размер: 30 мб
Язык: русский

В переработанном издании книги излагаются современные комбинаторные алгоритмы для решения задач дискретного программирования. Рассматриваются особенности этих задач и алгоритмы их решения. Основное внимание уделяется вычислительной реализации алгоритмов. Приводятся результаты экспериментального исследования алгоритмов для классических задач о ранце и о коммивояжере. Разработаны алгоритмы параллельных вычислений и изложены результаты вычислительных экспериментов для задачи о ранце. Приведены задачи для самостоятельной работы.

Название: Программируем с PyTorch: создание приложений глубокого обучения
Автор: Ян Пойнтер
Издательство: Питер
ISBN: 978-5-4461-1677-5
Год: 2020
Формат: PDF/DjVu
Страниц: 256
Размер: 10 MB
Язык: Русский

PyTorch – это фреймворк от Facebook с открытым исходным кодом. Узнайте, как использовать его для создания собственных нейронных сетей.
Ян Пойнтер поможет разобраться, как настроить PyTorch в облачной среде, как создавать нейронные архитектуры, облегчающие работу с изображениями, звуком и текстом. Книга охватывает важнейшие концепции применения переноса обучения, модели отладки и использования библиотеки PyTorch. Вы научитесь:
Внедрять модели глубокого обучения в работу.
Использовать PyTorch в масштабных проектах.
Применять перенос обучения.
Использовать PyTorch torchaudio и сверточные модели для классификации аудиоданных.
Применять самые современные методы NLP, используя модель, обученную на «Википедии».
Выполнять отладку моделей PyTorch с TensorBoard и флеймграф.
Развертывать приложения PyTorch в контейнерах.
«PyTorch – это одна из самых быстрорастущих библиотек глубокого обучения, соперничающая с гигантом Google – TensorFlow – практически на равных. Книга обязательно должна стать настольной для каждого программиста и разработчика алгоритмов машинного обучения, которые хотят использовать PyTorch в своей работе».
Анкур Патель, вице-президент направления Data Science в компании 7Park Data.
Ян Пойнтер (Ian Pointer) – дата-инженер, создает решения машинного обучения для клиентов из списка Fortune 100. В настоящее время работает в Lucidworks, где занимается разработкой NLP-приложений и проектированием.

Название: Building Secure Cars: Assuring the Automotive Software Development Lifecycle
Автор: Dennis Kengo Oka
Издательство: Wiley
Год: 2021
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Explores how the automotive industry can address the increased risks of cyberattacks and incorporate security into the software development lifecycle. While increased connectivity and advanced software-based automotive systems provide tremendous benefits and improved user experiences, they also make the modern vehicle highly susceptible to cybersecurity attacks. In response, the automotive industry is investing heavily in establishing cybersecurity engineering processes. This book aims to assist auto industry insiders build more secure cars by incorporating key security measures into their software development lifecycle. Readers will learn to better understand common problems and pitfalls in the development process that lead to security vulnerabilities. To overcome such challenges, this book details how to apply and optimize various automated solutions, which allow software development and test teams to identify and fix vulnerabilities in their products quickly and efficiently.

Название: Introduction to algorithms and programming with Scratch 3.0 for mathematics
Автор: Myriam Gineste
Издательство: Independently published
Год: 2021
Страниц: 215
Язык: английский
Формат: pdf, epub
Размер: 21.3 MB

In this book, we are first going to learn to understand and then create algorithms. After that, we are going to learn how to program with Scratch 3.0. Inside, there are about a hundred algorithms and Scratch programs, displayed as examples or exercises with their correction, easily usable in classrooms or at home.

Название: The Natural Language for Artificial Intelligence
Автор: Dioneia Motta Monte-Serrat, Carlo Cattani
Издательство: Academic Press
Год: 2021
Формат: PDF
Страниц: 239
Размер: 10 Mb
Язык: English

The Natural Language for Artificial Intelligence presents the biological and logical structure typical of human language in its dynamic mediating process between reality and the human mind. The book explains linguistic functioning in the dynamic process of human cognition when forming meaning. After that, an approach to artificial intelligence (AI) is outlined, which works with a more restricted concept of natural language that leads to flaws and ambiguities. Subsequently, the characteristics of natural language and patterns of how it behaves in different branches of science are revealed to indicate ways to improve the development of AI in specific fields of science.

Название: Computing with C: A Practical Handbook for Engineering Students: Volume I-III
Автор: Kendra M.L. Cooper
Издательство: Amazon.com Services LLC
Серия: C for Engineering Students
Год: 2021
Страниц: 117+140+58
Язык: английский
Формат: pdf (true)
Размер: 33.2 MB

The C programming language remains a preferred choice for developing high performance, embedded systems. For students without any programming experience, learning to use the C programming language can be challenging. The book series provides a practical step-by-step approach to systematically understand and apply the basics of the language. In particular, it aligns with first year engineering courses such as APSC 160 at The University of British Columbia (Point Grey campus). Volume I consists of five chapters: Where to Start?, Fundamentals, Branch Control Statements, Loop Control Statements, and File Input/Output.