Название: Generative Adversarial Networks and Deep Learning: Theory and Applications
Автор: Roshani Raut, Pranav D Pathak, Sachin R Sakhare, Sonali Patil
Издательство: CRC Press
Год: 2023
Страниц: 223
Язык: английский
Формат: pdf (true)
Размер: 20.7 MB

This book explores how to use Generative Adversarial Network (GANs) in a variety of applications and emphasises their substantial advancements over traditional generative models. This book's major goal is to concentrate on cutting-edge research in deep learning and generative adversarial networks, which includes creating new tools and methods for processing text, images, and audio. A Generative Adversarial Network (GAN) is a class of machine learning framework and is the next emerging network in deep learning applications. Generative Adversarial Networks(GANs) have the feasibility to build improved models, as they can generate the sample data as per application requirements. There are various applications of GAN in science and technology, including computer vision, security, multimedia and advertisements, image generation, image translation, text-to-images synthesis, video synthesis, generating high-resolution images, drug discovery, etc.

Название: Flutter and Dart: Up and Running: Build native apps for both iOS and Android using a single codebase
Автор: Dr. Deepti Chopra, Roopal Khurana
Издательство: BPB Publications
Год: 2023
Страниц: 197
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Design and deploy cross-platform apps with Flutter and Dart. Flutter and Dart are quickly becoming the go-to tools for building scalable native mobile apps. Whether you're a beginner looking to get started with mobile development or an experienced developer looking to add Flutter and Dart to your toolkit, this book has something for you. Flutter is a mobile app development framework created by Google. It allows developers to build natively compiled applications for mobile, web, and desktop from a single codebase. Flutter is known for its fast development cycle, expressive and flexible UI, and impressive performance. Dart is the programming language that Flutter is built with. It is a modern, object-oriented language that is easy to learn and powerful enough to build complex applications. Dart is also used for web development and has strong support for asynchronous programming, making it a great choice for building responsive apps. In this practical guide, you'll learn everything you need to know to get started with Flutter and Dart and build your cross-platform mobile apps.

Название: Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play, 2nd Edition (Seventh Early Release)
Автор: David Foster
Издательство: O’Reilly Media, Inc.
Год: 2023-03-07
Страниц: 453
Язык: английский
Формат: epub
Размер: 98.8 MB

Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models such as variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy based models, and diffusion models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of Deep Learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you'll understand how to make your models learn more efficiently and become more creative. A generative model can be broadly defined as follows: Generative modeling is a branch of Machine Learning (ML) that deals with the creation of models that can generate new data points that are similar to the training data.

Автор: Матвеев А. А. и др.
Название: Персональная ЭВМ «Микроша». Новое в жизни, науке, технике
Издательство: М:, Знание
Год: 992
Страниц: 48
Формат: DJVU, PDF
Размер: 14 МБ

Предлагаем вниманию читателей статьи по персональной электронной вычислительной машине «МИКРОША». В дальнейшем редакция предполагает открыть соответствующую рубрику по этой ПЭВМ. Материал рассчитан на широкий круг читателей.

Название: Explainable Deep Learning AI: Methods and Challenges
Автор: Jenny Benois-Pineau, Romain Bourqui, Dragutin Petkovic
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 348
Язык: английский
Формат: pdf (true), epub
Размер: 51.3 MB

Explainable Deep Learning AI: Methods and Challenges presents the latest works of leading researchers in the XAI area, offering an overview of the XAI area, along with several novel technical methods and applications that address explainability challenges for Deep Learning AI systems. The book overviews XAI and then covers a number of specific technical works and approaches for Deep Learning, ranging from general XAI methods to specific XAI applications, and finally, with user-oriented evaluation approaches. It also explores the main categories of explainable AI – Deep Learning, which become the necessary condition in various applications of Artificial Intelligence (AI). Artificial Intelligence (AI) techniques, especially those based on Deep Learning (DL), have become extremely effective on a very large variety of tasks, sometimes performing even better than human experts.

Название: Hybrid Computational Intelligent Systems: Modeling, Simulation and Optimization
Автор: Siddhartha Bhattacharyya
Издательство: CRC Press
Серия: Quantum Machine Intelligence
Год: 2023
Страниц: 397
Язык: английский
Формат: pdf (true)
Размер: 28.6 MB

Hybrid Computational Intelligent Systems-Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use thereby enabling researchers to come up with novel breakthroughs in this ever-growing field. Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, human factors, along with the enhancement of the existing state-of-art in a high-performance computing setup. In addition, the book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation.

Название: React Js: Your ultimate step-by-step guide to learning React js, 2nd Edition
Автор: John Peterson
Издательство: Independently published
Год: 2022
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

React is a popular jаvascript library for building user interfaces, and it has a number of benefits that make it a good choice for many developers. React follows a declarative programming style, meaning that developers specify what the UI should look like, and React takes care of updating the UI to match the specified state. This makes it easier to build and maintain complex user interfaces, as the declarative approach helps to reduce the amount of code that needs to be written and makes it easier to understand the intentions of the code. Overall, React is a popular choice for building web and mobile applications because of its performance, flexibility, and ease of use.

Название: Основы многопоточного, параллельного и распределенного программирования
Автор: Эндрюс Г.Р.
Издательство: М.: Вильямс
Год: 2003
Cтраниц: 512
Формат: pdf
Размер: 27 мб
Язык: русский

В книге рассматриваются важнейшие концепции многопоточного, параллельного и распределенного программирования, которые должен знать каждый программист, создающий программное обеспечение подобного типа.

Название: Rust In Practice: A Programmers Guide to Build Rust Programs, Test Applications and Create Cargo Packages
Автор: Rustacean Team, B. Anderson, et al.
Издательство: GitforGits
Год: 2023
Страниц: 223
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Learn to Build Rust Programs, Test Applications and Create Your Own Cargo Packages in Rust. Rust In Practice is an ultimate fast-paced guide for anyone looking to become a practitioner of the rust programming from day 1. This book covers everything from the basics of Rust programming to building robust and efficient applications. Starting with the fundamentals, this book guides you through the syntax and semantics of the Rust language, including its unique ownership model and type system. You'll learn about common data types, control flow, error handling, and more. As you progress through the book, you'll dive deeper into advanced topics such as building programs, rust libraries and crates, using the standard library, and working with external crates. You'll also learn how to write concurrent and parallel code, take advantage of Rust's built-in testing features, and use popular Rust frameworks and libraries.

Название: Enterprise Applications with C# and .NET: Develop robust, secure, and scalable applications using .NET and C#
Автор: Alexandre F. Malavasi Cardoso
Издательство: BPB Publications
Год: 2023
Страниц: 436
Язык: английский
Формат: epub (true)
Размер: 17.3 MB

Leverage the power of .NET Core and C# to build cross-platform enterprise apps effectively. Building enterprise applications is a complex task that requires a comprehensive understanding of the latest technologies and programming languages. C# and .NET are powerful tools that have become increasingly popular in enterprise development. This book will help you build enterprise-grade applications with C# and .NET. It covers a wide range of topics, including the basics of C# programming, advanced concepts such as object-oriented programming, and the use of the .NET platform for building robust and scalable applications. You will also explore the best practices and design patterns for building enterprise applications. By the end of the book, you will be able to create a full enterprise application by applying all the given concepts across the entire book, including TDD, database access, security, authentication, modern architecture, and the new features of C#.