Название: Graph Neural Networks in Action (MEAP v5)
Автор: Keita Broadwater
Издательство: Manning Publications
Год: 2022
Страниц: 257
Язык: английский
Формат: pdf, epub
Размер: 38.6 MB

A hands-on guide to powerful graph-based Deep Learning models! Learn how to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. In Graph Neural Networks in Action you’ll create Deep Learning models that are perfect for working with interconnected graph data. Start with a comprehensive introduction to graph data’s unique properties. Then, dive straight into building real-world models, including GNNs that can generate node embeddings from a social network, recommend eCommerce products, and draw insights from social sites. This comprehensive guide contains coverage of the essential GNN libraries, including PyTorch Geometric, DeepGraph Library, and Alibaba’s GraphScope for training at scale. For Python programmers familiar with Machine Learning and the basics of Deep Learning.

Название: Python for Control Engineering
Автор: Hans-Petter Halvorsen
Издательство: Independently published
Год: April 25, 2022
Страниц: 284
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This is a textbook in Python Programming with lots of Practical Examples and Exercises. You will learn the necessary foundation for basic programming with focus on Python. Python is a popular programming language, and it is one of the most used programming languages today. Python works on all the main platforms and operating systems used today, such Windows, macOS, and Linux. Python is a multi-purpose programming language, which can be use for simulation, creating web pages, communicate with database systems, etc.

Название: Clojure на производстве
Автор: Гришаев И. В.
Издательство: ДMK
Год: 2022
Cтраниц: 424
Формат: pdf
Размер: 15 мб
Язык: русский

Книга рассказывает о Clojure — современном диалекте Лиспа. Это функциональный язык с акцентом на неизменяемость и многопоточность. Он появился десять лет назад и постепенно набирает популярность в России. В семи главах мы рассмотрим, как работать с Clojure на производстве. Эта книга не для тех, кто учит язык с нуля. Ожидается, что читатель знаком с Clojure или другим диалектом Лиспа. Чтобы лучше усвоить материал, желательно иметь опыт программирования.

Название: Криптография с секретным ключом: шифры – от простых до невскрываемых
Автор: Фрэнк Рубин
Издательство: ДМК Пресс
Год: 2022
Страниц: 388
Язык: русский
Формат: pdf
Размер: 12.1 MB

От шифра Цезаря времен Римской империи до шифровальной машины «Энигма», применявшейся во Второй мировой войне, секретные сообщения оказывали влияние на ход истории. В наши дни криптография с секретным ключом — становой хребет всей современной архитектуры вычислений. Будучи правильно спроектированы, эти алгоритмы практически эффективны. А некоторые невскрываемы даже с применением суперкомпьютеров и квантовых технологий! В книге объясняется, как создавать шифры с секретным ключом — от простых, для которых хватает карандаша и бумаги, до очень сложных, применяемых в современной компьютерной криптографии. Вы научитесь эффективно шифровать большие файлы с помощью быстрых потоковых шифров, узнаете об альтернативах шифру AES и сможете избежать шифров, которые только кажутся стойкими. А для развлечения предлагается вскрыть несколько несложных мини-шифров.

Название: BDD in Action, Second Edition (MEAP V13)
Автор: John Ferguson Smart, Jan Molak
Издательство: Manning Publications
Год: 2022
Страниц: 624
Язык: английский
Формат: pdf, epub
Размер: 29.6 MB

Almost half of all software projects fail to deliver on key requirements. Behavior-Driven Development (BDD) reduces these costly failures by building a shared understanding of how an application should work. Behavior Driven Development in Action, Second Edition teaches communication skills, collaborative practices, and automation tools that ensure everyone from developers to non-technical stakeholders are in agreement on the goals of a project. Revised and expanded in a second edition, the book contains new techniques for incorporating BDD into large-scale development practices such as Agile and DevOps, as well as updating examples for the latest versions of Java. You can’t write good software if you don’t understand what it’s supposed to do. Behavior-Driven Development (BDD) encourages developers, quality teams, and non-technical stakeholders to collaborate, using conversation and concrete examples to make sure everyone agrees how an application should work and what features really matter. With a body of best practices and sophisticated tools for requirement analysis and test automation, BDD has become a mainstream practice for keeping projects on track and avoiding cancellation.

Название: C++ AMP. Построение массивно параллельных программ с помощью Microsoft Visual C++
Автор: Кейт Грегори, Эйд Миллер
Издательство: ДMK
Год: 2013
Страниц: 412
Формат: PDF
Размер: 10 Mb
Язык: Русский

С++ Accelerated Massive Parallelism (С++ AMP) – разработанная корпорацией Microsoft технология ускорения написанных на С++ приложений за счет исполнения кода на оборудовании с распараллеливанием по данным например, на графических процессорах. Модель программирования в С++ AMP основана на библиотеке, устроенной по образцу STL, и двух расширениях языка С++, интегрированных в компилятор Visual С++ 2012. Она в полной мере поддерживается инструментами Visual Studio, в том числе IntelliSense, отладчиком и профилировщиком.

Название: Effective Go (MEAP v3)
Автор: Inanc Gumus
Издательство: Manning Publications
Год: 2022
Страниц: 345
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Unlock Go’s unique perspective on program design, and start writing simple, maintainable, and testable Go code. Effective Go is a practical guide to writing high-quality code that’s easy to test and maintain. The book is full of best practices to adopt and anti-patterns to dodge. It explores what makes Go so dramatically different from other languages and how you can still leverage your existing skills into writing excellent Go code. Aimed at Go beginners looking to graduate to serious Go development, this book will help you write and test command line applications, web API clients and servers, concurrent programs, and more. Writing well-designed Go code takes more than just porting across skills you’ve learned in other languages. You’ll need to understand Go’s unique way of working to ensure your programs don’t spiral out of control. This book is the perfect primer on Go’s hidden mechanics that will help you code more effective Go.

Название: Java Persistence with Spring Data and Hibernate (MEAP V13)
Автор: Catalin Tudose
Издательство: Manning Publications
Год: 2022
Страниц: 683
Язык: английский
Формат: pdf, epub
Размер: 16.9 MB

Master Java persistence using the industry-leading tools Spring Data and Hibernate. Java Persistence with Spring Data and Hibernate teaches you the ins-and-outs of Java persistence with hands-on examples using Spring Data, JPA and Hibernate. The book carefully analyzes the capabilities of the major Java persistence tools, and guides you through the most common use cases. You’ll learn how to make and utilize mapping strategies, and efficiently test Java persistence applications. The practical techniques are demonstrated with both relational and non-relational databases. Persistence enables an application’s data to exist for the long term, even after a program is stopped or terminated. Whether you’re saving state from session to session or maintaining long-term records, Java persistence tools like Spring Data, JPA, and Hibernate help deliver the object relational mapping that connects code’s objects with your database.

Название: Mastering Unlabeled Data (MEAP v5)
Автор: Vaibhav Verdhan
Издательство: Manning Publications
Год: 2022
Страниц: 315
Язык: английский
Формат: pdf, epub
Размер: 16.2 MB

Discover all-practical implementations of the key algorithms and models for handling unlabeled data. Full of case studies demonstrating how to apply each technique to real-world problems. Mastering Unlabeled Data introduces mathematical techniques, key algorithms, and Python implementations that will help you build Machine Learning models for unannotated data. You’ll discover hands-off and unsupervised machine learning approaches that can still untangle raw, real-world datasets and support sound strategic decisions for your business. Don’t get bogged down in theory—the book bridges the gap between complex math and practical Python implementations, covering end-to-end model development all the way through to production deployment. Unsupervised Learning and Machine Learning algorithms draw inferences from unannotated data sets. The self-organizing approach to machine learning is great for spotting patterns a human might miss.

Название: Artificial Communication: How Algorithms Produce Social Intelligence
Автор: Elena Esposito
Издательство: The MIT Press
Год: 2022
Страниц: 199
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.2 MB

A proposal that we think about digital technologies such as machine learning not in terms of Artificial Intelligence but as Artificial Communication. Algorithms that work with Deep Learning and Big Data are getting so much better at doing so many things that it makes us uncomfortable. How can a device know what our favorite songs are, or what we should write in an email? Have machines become too smart? In Artificial Communication , Elena Esposito argues that drawing this sort of analogy between algorithms and human intelligence is misleading. If machines contribute to social intelligence, it will not be because they have learned how to think like us but because we have learned how to communicate with them. Esposito proposes that we think of “smart” machines not in terms of Artificial Intelligence but in terms of Artificial Communication.