Название: Optimal Event-Triggered Control Using Adaptive Dynamic Programming
Автор: Sarangapani Jagannathan, Vignesh Narayanan, Avimanyu Sahoo
Издательство: CRC Press
Год: 2024
Страниц: 346
Язык: английский
Формат: pdf (true)
Размер: 22.6 MB

Optimal Event-triggered Control using Adaptive Dynamic Programming discusses event triggered controller design which includes optimal control and event sampling design for linear and nonlinear dynamic systems including networked control systems (NCS) when the system dynamics are both known and uncertain. The NCS are a first step to realize cyber-physical systems (CPS) or industry 4.0 vision. The authors apply several powerful modern control techniques to the design of event-triggered controllers and derive event-trigger condition and demonstrate closed-loop stability. Detailed derivations, rigorous stability proofs, computer simulation examples, and downloadable MATLAB codes are included for each case. In this section, we will provide a concise overview of artificial neural networks (NN), emphasizing aspects most pertinent to their applications in closed-loop control of dynamical systems. Numerous other neural network architectures, such as Long Short-Term Memory (LSTMs) networks, autoencoders, Generative Adversarial Networks (GANs), transformers, graph neural networks, reservoir networks, graph convolutional networks, and more advanced generative networks like diffusion models, have been introduced.

Название: Many-Sorted Algebras for Deep Learning & Quantum Technology
Автор: Charles R. Giardina
Издательство: Morgan Kaufmann/Elsevier
Год: 2024
Страниц: 423
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.2 MB

Many-Sorted Algebras for Deep Learning and Quantum Technology presents a precise and rigorous description of basic concepts in Quantum technologies and how they relate to Deep Learning and Quantum Theory. Current merging of Quantum Theory and Deep Learning techniques provides a need for a text that can give readers insight into the algebraic underpinnings of these disciplines. Although analytical, topological, probabilistic, as well as geometrical concepts are employed in many of these areas, algebra exhibits the principal thread. This thread is exposed using Many-Sorted Algebras (MSA). In almost every aspect of Quantum Theory as well as Deep Learning more than one sort or type of object is involved. For instance, in Quantum areas Hilbert spaces require two sorts, while in affine spaces, three sorts are needed. Both a global level and a local level of precise specification is described using MSA.

Название: AI for Absolute Beginners: A Clear Guide to Tomorrow
Автор: Oliver Theobald
Издательство: Scatterplot Press
Серия: AI, Data Science, Python & Statistics for Beginners
Год: 2023
Страниц: 209
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Curious about AI but feeling lost at the same time? Well, look no further! AI for Absolute Beginners is your guide to demystifying complex AI concepts and providing you with a solid foundation to step into and stay ahead in the new AI era. In this accessible and comprehensive book, we start from scratch, assuming no prior knowledge. Each chapter is carefully crafted to guide you through the fundamental concepts and practical applications of AI, including Machine Learning, generative AI, and Deep Learning. With clear and plain English explanations, you'll be surprised at how quickly you can start thinking and speaking fluently in the words and mindset of an AI expert! From self-driving cars to large language models, the ability of Deep Learning to learn from raw data and process large datasets has dramatically broadened the use cases for Artificial Intelligence (AI). However, like all technologies, Deep Learning has its own unique limitations and challenges that we will examine in this chapter. Before we dive in, it’s important to explain the connection between Deep Learning and Machine Learning. Machine Learning, as discussed, involves algorithms and models that improve with experience and exposure to data. As a subfield of Machine Learning, Deep Learning takes the foundational principles of Machine Learning and applies its own techniques to even larger and more complex datasets. This involves the use of artificial neural networks with deep and multiple layers stacked together to form a model.

Название: The Complete C++ & Python Manual - 18th Edition 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf
Размер: 62.5 MB

Расширьте свои навыки, изучив основы Python и C++! Качественные справочники с подробными учебными пособиями от команды экспертов Изучайте Python и применяйте его в реальных программах Познакомьтесь с основами C++ и советами по оптимизации кода Python и C++ - два самых мощных и универсальных языка программирования. Их знание и освоение позволит вам лучше понять современные технологии и то, как они взаимодействуют с нами и окружающей средой.

Название: Python Programming in Context, 4th Edition
Автор: Julie Anderson, Jon Anderson
Издательство: Jones & Bartlett Learning
Год: 2025
Страниц: 500
Язык: английский
Формат: epub
Размер: 53.5 MB

Python Programming in Context, Fourth Edition provides a comprehensive and accessible introduction to Python fundamentals. Updated with Python 3.10, the Fourth Edition offers a thorough overview of multiple applied areas, including image processing, cryptography, astronomy, the Internet, and bioinformatics. Taking an active learning approach, each chapter starts with a comprehensive real-world project that teaches core design techniques and Python programming to immediately engage students. An ideal first language for learners entering the rapidly expanding fields of computer science, data science, and scientific programing, Python gives students a solid platform of key problem-solving skills that translate easily across programming languages. This text is designed to be a first course in computer science that focuses on problem-solving, with language features being introduced as needed to solve the problem at hand. Because the syntax of Python is easy to learn, we can quickly introduce the basics of standard programming constructs. As students progress through the text, more of the details and background for these constructs are added to their toolbox. In this way, students are exposed to important computer science concepts at the point when those concepts are needed to solve a problem.

Название: Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in Finance
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 587
Язык: английский
Формат: pdf
Размер: 27.7 MB

Unlock the full potential of Python in the quantitative realm with 'Quantitative Python,' your comprehensive guide to mastering data analysis, financial modeling, and statistical computing. Whether you're a finance professional, data analyst, or aspiring quant, this book offers a deep dive into the Python ecosystem, tailored for the intricacies of quantitative analysis. Expertly crafted, 'Quantitative Python' bridges the gap between programming theory and practical application, providing readers with actionable insights and techniques to tackle real-world data challenges. Through engaging examples, clear explanations, and hands-on exercises, you'll explore advanced libraries like NumPy, Pandas, and Matplotlib, and delve into complex concepts such as Machine Learning algorithms and predictive modeling, all with a focus on financial data. Don't just learn Python—master the art of quantitative analysis with 'Quantitative Python.' Embark on your journey to becoming a proficient Python quant and transform your analytical skills into valuable, marketable expertise.

Название: Программирование на языке Rust. Быстрое и безопасное системное программирование
Автор: Блэнди Дж., Орендорф Дж.
Издательство: Москва
Год: 2018
Формат: pdf
Размер: 11 Мб
Язык: Русский

Rust - новый язык системного программирования, сочетающий высокую производительность и низкоуровневый контроль, характерные для С и C++, с безопасной работой с памятью и потоками. Современная гибкая система типов Rust препятствует появлению в программах таких ошибок, как разыменование нулевого указателя, двойное освобождение, висячий указатель и прочих, причем все проверки производятся на этапе компиляции, избавляя программу от накладных расходов на этапе выполнения.

Название: Go Fundamentals: Gopher Guides (Final)
Автор: Mark Bates, Cory LaNou
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 579
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB, 56.4 MB

Start Writing Production-Ready Go Code Fast--No Go Experience Necessary! Thousands of developers and teams want to start taking advantage of Go, the powerful language used in projects ranging from Kubernetes to Docker and Vault. Go Fundamentals is specifically designed to get you up-to-speed fast, to leverage your existing knowledge of other languages, and to help you avoid common mistakes made by Go newcomers. Go is lightweight, simple, and perfect for modern cloud-native and microservices development, which is why Go developers are in such high demand. With this guide and six months' experience with any modern programming language, you'll have what you need to leap into Go programming.

Название: Clean Architecture with .NET
Автор: Dino Esposito
Издательство: Microsoft Press/Pearson Education
Год: 2024
Страниц: 337
Язык: английский
Формат: pdf (true), epub
Размер: 16.9 MB

Master advanced .NET techniques with a focus on actual value delivered by working within a modular, clean architecture. Microsoft Data Platform MVP Dino Esposito explains key clean architecture concepts with a mix of pragmatism and design discipline and helps you solidify your knowledge through a real-world project. Starting with an explanation of the quest for modular software architecture continuing through the methodology of domain-driven design (DDD), Esposito emphasizes the role that modularization plays in managing complexity in software development. Breaking down the layers of an architecture that is modular and maintainable, he presents a sample project that is not simply another to-do list, but an actual tool for the reader. Ultimately, an exploration of common dilemmas for both developers and operations brings together historical developments with real solutions for today. This book expects that you have at least a minimal understanding of .NET development and object-oriented programming concepts. A good foundation in using the .NET platform and knowledge of some data-access techniques will also help.

Название: Node.js For Beginner: The Ultimade Guide for Intermediate Developer to Unleash the Power of Server Side jаvascript
Автор: Amit K.
Издательство: Independently published
Год: 2024
Страниц: 123
Язык: английский
Формат: pdf
Размер: 10.1 MB

Unlock the full potential of Node.js and revolutionize your web and server-side development skills with "Mastering Node.js: The Ultimate Guide for Intermediate Developers to Unleash the Power of Server-Side jаvascript." Node.js has taken the world of web development by storm, thanks to its speed, scalability, and rich ecosystem. In this comprehensive ebook, we take you on a journey from intermediate to advanced Node.js developer, arming you with the knowledge and skills to tackle complex projects and build high-performance applications. Discover the core concepts of Node.js, from asynchronous programming and event-driven architecture to managing dependencies with npm and Yarn. Dive into the world of web applications with Express.js and explore specialized frameworks for creating RESTful APIs, whether it's building a single-page application or a high-traffic service.