Название: Machine Learning for Physicists: A hands-on approach
Автор: Sadegh Raeisi, Sedighe Raeisi
Издательство: IOP Publishing
Год: 2023
Страниц: 234
Язык: английский
Формат: pdf (true)
Размер: 32.8 MB

This book presents Machine Learning (ML) concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications. For this book, basic familiarity with programming and basic Python syntaxes are essential. Additionally, there are libraries such as NumPy, Pandas, and Matplotlib that are extremely helpful for handling and visualization of the data and are used frequently in this context. The reader is thus encouraged to become familiar with them.

Название: The Complete C++ & Python Manual - 17th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 78.3 MB

Раскройте мощь Python и C++. Базовые знания о программировании могут открыть множество различных дверей для новичков. Вы сможете лучше понять, как аппаратное и программное обеспечение работают вместе, как функционирует ваш компьютер или устройство и как невероятные открытые игровые среды преобразуют из единиц и нулей в то, что отображается на вашем мониторе или телевизоре. Технологии повсюду, и все они связаны между собой посредством программирования. Ваш телевизор, микроволновая печь, автомобильные развлечения и сам Интернет - все они зависят от хорошего программирования, чтобы заставить их работать так, как вы хотите. На этих страницах вы найдете строительные блоки, которые помогут вам сделать первые шаги в мир программирования. Мы взяли два самых мощных и универсальных языка программирования, Python и C++, и разбили знания о них на небольшие статьи и руководства, чтобы помочь вам узнать, как они работают и как заставить их работать на вас.

Название: Innovative Quantum Computing
Автор: Steven Duplij, Raimund Vogl
Издательство: IOP Publishing
Год: 2023
Страниц: 175
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book presents new and prospective approaches to quantum computing. It introduces the many possibilities to further develop the mathematical methods of quantum computation and its applications to future functioning and operational quantum computers. In this book, various extensions of the qubit concept, starting from obscure qubits, superqubits and other fundamental generalizations, are considered. New gates, known as higher braiding gates, are introduced. These new gates are implemented as an additional stage of computation for topological quantum computations and unconventional computing when computational complexity is affected by its environment. Other generalizations are considered and explained in a widely accessible and easy-to-understand way. Presented in a book for the first time, these new mathematical methods will increase the efficiency and speed of quantum computing.Part of IOP Series in Coherent Sources, Quantum Fundamentals, and Applications.

Название: Прогнозное моделирование в IBM SPSS Statistics и R: Метод деревьев решений
Автор: Груздев А.В.
Издательство: ДМК
Год: 2016
Cтраниц: 278
Формат: pdf (ocr)
Размер: 33 мб
Язык: русский

Данная книга представляет собой практическое руководство по применению метода деревьев решений для задач сегментации, классификации и прогнозирования. Каждый раздел книги сопровождается практическим примером. Кроме того, книга содержит программный код SPSS Syntax и R, позволяющий полностью автоматизировать процесс построения прогнозных моделей.

Название: Defensive C++ Arduino Programming: A practical C++ primer for Arduino programming to become an effective C++ programmer
Автор: Michèle Delsol
Издательство: Independently published
Год: 2023
Страниц: 696
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

If you are you are constantly frustrated due to fighting against the tools you are working with, or feel that you are reinventing the wheel, this book is for you. If you find that you are dedicating too much time on C++ programming and experience it as a hard, grueling task, you may want to consider a practical C++ programming approach as presented in this Arduino programming book. Arduino C++ is based on the C++ programming language. C++ is a powerful professional grade programming language developed for mission critical applications. Under its deceptive simplicity lie powerful mechanisms, a trap for the newbie C++ programmer. C++ for dummies is a misnomer as it takes work and smarts to achieve effective C++ programming. There are good reasons for using Arduino and C programming enhanced by C++ programming. Arduino is the most ubiquitous microcontroller available and efficient C++ enables writing the smallest and fastest possible code for it. Being defensive as you write code means being aware that your path is paved with danger. Discover how nasty C++ gotchas can get and how using professional grade tools can save you time and take the hassle out of developing with C/C++.

Название: Beyond Technical Analysis with Python: A Comprehensive Guide
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 326
Язык: английский
Формат: pdf
Размер: 59.3 MB

Master the Art of Market Prediction with Code. Dive into the dynamic world of financial markets and emerge with the power to predict and capitalize on market movements. 'Beyond Technical Analysis with Python' isn't just another book on trading strategies; it is your comprehensive guide to understanding and applying technical analysis through the versatile capabilities of Python programming. In this transformative text, beginners and seasoned traders alike will traverse the essentials of technical analysis, exploring its foundational theories and concepts with clarity and depth. But, the journey doesn't end there. As you flip through the pages, you will be expertly guided from basic principles to advanced trading tactics, with Python as your trusty tool. Your adventure begins with an introduction to the Python ecosystem, setting up your environment, and becoming familiar with the libraries that will become the bedrock of your analysis—Pandas, NumPy, and Matplotlib. Immerse yourself in extensive and detailed Python examples that illuminate the practical application of each concept. From scripting momentum indicators to constructing neural networks for pattern recognition, you'll refine your coding chops as you conquer the markets. Whether you're a financial professional seeking to enhance your analytical toolkit, a student eager to make your mark in the financial industry, or a hobbyist with a passion for markets and coding, this book will serve as your key to unlocking the secrets of algorithmic trading and technical analysis—brought to life with Python's elegance and efficiency.

Название: Web Programming with Go: Building and Scaling Interactive Web Applications with Go's Robust Ecosystem
Автор: Ian Taylor
Издательство: GitforGits
Год: 2023
Страниц: 309
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.1 MB

Web Programming with Go is a must-have book for software professionals and web developers looking to harness Go's potential for creating excellent web apps. The extensive knowledge imparted by this book about Go's powerful libraries and packages is crucial for building scalable and efficient web platforms. The book's core focus is on exploring deeply into the complexities of web development through the perspective of Go. The first step in building any web application is to review the fundamentals, which will serve as a foundation for the rest of the learning experience. As you explore deeper, you'll learn about the diverse ecosystem that supports Go. This book covers a wide range of issues, including the complexities of routing mechanics, HTTP requests, and Go's concurrency model, all with the goal of improving web efficiency. The book uses the example of a "bookstore app" throughout the book, providing you with a practical touchpoint on every possible learning. With this iterative example, you can follow the development of a simple web app from its infancy all the way to a fully featured, robust platform. The later sections of the book focus on performance evaluation and debugging, which are frequently overlooked in other Go books. This book takes you from the fundamentals of web development to the depths of Go, culminating in a strong online application designed to meet today's digital issues. This book promises to be your compass in the vast ocean of web development, whether you're an experienced developer or an enthusiast just getting started with Go.

Название: Collection the Book jаvascript
Автор: Tobias Ottoni
Издательство: Independently published
Серия: The Book Collection
Год: 2023
Страниц: 99
Язык: английский
Формат: pdf
Размер: 12.0 MB

Discover the Fascinating World of Web Programming with "Uncomplicated jаvascript"! Explore the dynamic world of web programming and become a jаvascript master with our comprehensive eBook "Mastering jаvascript for Beginners." Designed for those taking their first steps into programming, this uncomplicated guide offers an engaging journey through the fundamentals and advanced features of the most essential programming language for web development. Why this eBook is indispensable: 1. Solid Foundation from the Start: - Develop a robust understanding of jаvascript fundamentals, even without prior programming experience. Our gradual approach makes learning accessible and exciting. 2. Exciting Knowledge in Each Chapter: - With each chapter, you will be inundated with exciting knowledge, from variables and data types to DOM manipulation and AJAX requests. Each chapter is a captivating journey of knowledge, making the complexity of jаvascript easy to understand. 3. Deep Exploration of Concepts: - Dive into the essential elements, from variables and data types to DOM manipulation and AJAX requests. Each chapter is a captivating journey of knowledge, making the complexity of jаvascript easy to understand.

Название: A Nature-Inspired Approach to Cryptology
Автор: Shishir Kumar Shandilya, Agni Datta, Atulya K. Nagar
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 328
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book introduces nature-inspired algorithms and their applications to modern cryptography. It helps the readers to get into the field of nature-based approaches to solve complex cryptographic issues. This book provides a comprehensive view of nature-inspired research which could be applied in cryptography to strengthen security. It will also explore the novel research directives such as Clever algorithms and immune-based cyber resilience. New experimented nature-inspired approaches are having enough potential to make a huge impact in the field of cryptanalysis. This book gives a lucid introduction to this exciting new field and will promote further research in this domain. The book discusses the current landscape of cryptography and nature-inspired research and will be helpful to prospective students and professionals to explore further. This book seeks to educate its readers about cryptography from a theoretical rather than practical standpoint. Due to the novelty of the subject matter and its limited industrial application, the book concentrates on fundamental and theoretical techniques. Consequently, the emphasis of the research is on these theoretical and foundational components. While numerous language libraries and implementations support well-known algorithms such as RSA and DSA, the methods presented below are frequently not as well supported or adapted.

Название: Разработка приложений Java EE 7 в NetBeans 8
Автор: Хеффельфингер Д.
Издательство: ДМК
Год: 2016
Cтраниц: 348
Формат: pdf (ocr)
Размер: 12 мб
Язык: русский

Книга представляет собой практическое руководство по использованию возможностей IDE NetBeans 8 для разработки корпоративных приложений, совместимых со стандартом Java EE 7. В книге показаны приемы эффективного программирования, задействующие контекстные меню и «горячие» клавиши, мастера и шаблоны среды NetBeans, затрагиваются вопросы создания, конфигурирования, развертывания, отладки и профилирования корпоративных приложений с использованием средств, встроенных в IDE NetBeans.