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 Название: Graph Neural Networks in Action with Python: A Complete Practitioner's Guide to Building, Scaling, and Deploying GNN Applications
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1495
Язык: английский
Формат: epub (true)
Размер: 12.4 MB
Graph Neural Networks in Action with Python: A Complete Practitioner's Guide to Building, Scaling, and Deploying GNN Applications is the definitive comprehensive resource for mastering graph neural networks from fundamentals to production deployment. This extensive guide expands far beyond traditional GNN introductions, offering 12 detailed chapters with 8 practical sections each, covering everything from basic graph theory to advanced industrial applications. Unlike existing books that focus primarily on theory, this practitioner-oriented guide emphasizes real-world implementation using the latest Python frameworks including PyTorch Geometric, DGL, and GraphScope. You'll master core architectures like Graph Convolutional Networks, GraphSAGE, and Graph Attention Networks, then advance to cutting-edge topics including heterogeneous graphs, temporal networks, and large-scale distributed training. | |
Разместил: Ingvar16 3-06-2025, 17:47 | Комментарии: 0 | Подробнее
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 Название: Docker Deep Dive: Zero to Docker in a single book!, 5th Edition
Автор: Nigel Poulton
Издательство: Independently published
Год: May 2025
Страниц: 308
Язык: английский
Формат: epub
Размер: 11.1 MB
This edition was published in May 2025 and is up to date with the latest industry trends and the latest enhancements to Docker. Explore everything from container basics to advanced Docker operations, including AI and Wasm containerization, to build, deploy, and secure containerized applications. Docker Deep Dive provides a comprehensive introduction to container technology and Docker’s essential role in modern software development. It covers installation across platforms and presents both developer and operational perspectives to build a solid foundation. Early chapters explain container basics, Docker architecture, and key ecosystem standards. The book then explores advanced technical topics including the Docker Engine, image and container management, application containerization, and multi-container apps with Docker Compose. It guides readers through deploying and managing Docker Swarm clusters and introduces emerging areas like WebAssembly containers and AI workloads with Docker Model Runner. | |
Разместил: Ingvar16 3-06-2025, 16:55 | Комментарии: 0 | Подробнее
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 Название: Практический анализ двоичных файлов
Автор: Эндриесс Дж.
Издательство: ДМК Пресс
Год: 2021 (2022)
Cтраниц: 460
Формат: pdf
Размер: 13 мб
Язык: русский
Современные вредоносные программы все сильнее обфусцированы и стремятся обмануть аналитиков. Поэтому нам нужны более изощренные методы, способные развеять эту завесу тьмы, – и в этом может помочь двоичный анализ, цель которого – установить истинные свойства двоичных программ и понять, что они делают в действительности. В книге рассматриваются вопросы двоичного анализа и оснащения двоичного кода. После знакомства с базовыми понятиями и форматами двоичных файлов вы приступите к их анализу, применяя для этой цели набор средств GNU/Linux binutils, дизассемблирование и внедрение кода. Затем вы реализуете инструменты профилирования с применением Pin, создадите инструменты динамического анализа заражения с помощью libdft и т. д. Издание предназначено специалистам по безопасности, а также будет полезно системным программистам на C/C++ и ассемблере для x86-64. | |
Разместил: rivasss 3-06-2025, 10:40 | Комментарии: 0 | Подробнее
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 Название: Python Experiments in Physics and Astronomy
Автор: Padraig Houlahan
Издательство: CRC Press
Год: 2025
Страниц: 214
Язык: английский
Формат: True PDF, True EPUB
Размер: 31.2 MB, 52.1 MB
Python Experiments in Physics and Astronomy acts as a resource for science and engineering students or faculty who would like to see how a diverse selection of topics can be analyzed and simulated using Python programs. The book also provides Python solutions that can be learned from and modified as needed. The book is mainly aimed at undergraduates, but since many science students and faculty have limited exposure to scientific programming, having a collection of examples that address curve-fitting, Fast Fourier Transforms, image photometry and image alignment, and many others could be very helpful not just for learning from, but also to support classroom projects and demonstrations. The code examples were written in Python, and use popular supporting libraries such as Matplotlib, Pandas, Numpy, Math, Itertools, and Scikit. | |
Разместил: Ingvar16 3-06-2025, 04:32 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence and Machine Learning Techniques in Engineering and Management
Автор: Komaragiri Srinivasa Raju, Dasika Nagesh Kumar
Издательство: Springer
Год: 2025
Страниц: 286
Язык: английский
Формат: pdf (true), epub
Размер: 31.3 MB
The present book covers various facets of Artificial Intelligence, Machine Learning, and Fuzzy Logic. It includes a brief discussion on performance indicators, Classical and Advanced Machine Learning algorithms, Fuzzy logic-based modelling algorithms, Emerging Research Areas, including Blockchain, recent ML techniques, Evolutionary Algorithms, Large Language Model (LLM)-based Generative AI, the Internet of Things, Big Data, Decision Support Systems, Taguchi design of experiments, data augmentation, and Cross-Validation, and representative case studies. The appendix covers representative AI tools, data sources, books, and journals on AI. The present book can support undergraduate, postgraduate, and Ph.D. students in Artificial Intelligence, Generative Artificial Intelligence, Machine Learning, Data Sciences, Soft Computing, and Fuzzy Logic in Engineering and Management and allied fields. The proposed book has immense value in the interdisciplinary and cross-disciplinary context. | |
Разместил: Ingvar16 3-06-2025, 03:17 | Комментарии: 0 | Подробнее
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 Название: Learning PHP, MySQL & jаvascript: A Step-by-Step Guide to Creating Dynamic Websites, 7th Edition (Final Release)
Автор: Robin Nixon
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 655
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 29.6 MB
Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. With the latest edition of this popular hands-on guide, you'll tackle dynamic web programming using the most recent versions of today's core technologies: PHP, MySQL, jаvascript, CSS, HTML5, jQuery, Node.js, and the powerful React library. Web designers will learn how to use these technologies together while picking up valuable web programming practices along the way, including how to optimize websites for mobile devices. You'll put everything together to build a fully functional social networking site suitable for both desktop and mobile browsers. This book is for people who wish to learn how to create effective and dynamic websites. | |
Разместил: Ingvar16 2-06-2025, 21:46 | Комментарии: 0 | Подробнее
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 Название: Learning Python: Powerful Object-Oriented Programming, 6th Edition (Final Release)
Автор: Mark Lutz
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 1269
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 20.7 MB
Get a comprehensive, in-depth introduction to the core Python language with this hands-on book. Based on author Mark Lutz's popular training course, this updated sixth edition will help you quickly write efficient, high-quality code with Python. It's an ideal way to begin, whether you're new to programming or a professional developer versed in other languages. Complete with quizzes, exercises, and helpful illustrations, this easy-to-follow self-paced tutorial gets you started with Python 3.12 and all other releases in use today. With a pragmatic focus on what you need to know, it also introduces some advanced language features that have become increasingly common in Python code. | |
Разместил: Ingvar16 2-06-2025, 20:04 | Комментарии: 0 | Подробнее
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 Название: Swift and Combine Simplified: Mastering iOS Programming Easy Guide: Start, Debug and Handle Errors Like A Pro
Автор: Elev8 Apps
Издательство: Elev8 Apps
Год: October 28, 2024
Страниц: 116
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Master Combine using Swift: Jump into the world of asynchronous programming with clarity and ease, even if you've only just begun your iOS development journey! Combine is a game-changer for developers diving into SwiftUI projects. However, for many beginners, the challenge lies in navigating through resources that seem either fragmented or overly complex. The learning curve can seem steep if you’re transitioning from UIKit to SwiftUI. That’s where this book comes in. It fills the gap by offering a clear, beginner-friendly guide to help you navigate Combine without headaches. The core objective of this book is straightforward: to equip you with the knowledge and skills to effectively use Combine in your Swift projects. The focus here lies on practical, hands-on learning. You won’t just read about concepts; you’ll apply them. In this book, you’ll explore key concepts such as asynchronous programming and error handling. You’ll also learn how to integrate UIKit components within SwiftUI projects. Each chapter is a building block, giving you a roadmap of what to expect as you progress. By the end of this book, you’ll achieve several key learning outcomes. You’ll manage asynchronous tasks efficiently and debug Combine code effectively. You’ll handle errors proficiently, making you a more reliable developer. These skills will set you apart and boost your confidence in tackling Swift projects. | |
Разместил: Ingvar16 2-06-2025, 18:52 | Комментарии: 0 | Подробнее
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 Название: Simulating the Brain: A Four-Step Method Using Ordinary Differential Equations and Python
Автор: Daniele Caligiore, Samuele Carli
Издательство: Springer
Год: 2025
Страниц: 209
Язык: английский
Формат: pdf (true), epub
Размер: 76.7 MB
This book presents a new methodology to develop system-level brain models using ordinary differential equations (ODE), which are to be solved and analyzed through simple Python scripts. Computer simulations of this kind of models allow the study of healthy and damaged brain functions, the discovery of new neural pathways that may be crucial for the emergence of pathologies, and to simulate the effects of possible new therapies acting on brain actors which are difficult to investigate in traditional research. This book is for all people who want to learn how to use Python and ODE to simulate brain functions regardless of their backgrounds. While rigorous mathematical proofs of many aspects of the arguments discussed are out of the scope of this work and are therefore omitted, the most important concepts necessary for the critical judgment and self-assessment of the practitioner’s work are exposed in a simplified, readily applicable form, with extensive references for the adventurous reader to explore. | |
Разместил: Ingvar16 2-06-2025, 18:03 | Комментарии: 0 | Подробнее
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 Название: Effective Shell: A Practical User's Guide to Working Smarter on the Command Line
Автор: Dave Kerr
Издательство: No Starch Press
Год: 2025
Страниц: 475
Язык: английский
Формат: pdf (true)
Размер: 27.8 MB
Master the tools. Build the workflow. Own the shell. Effective Shell is the hands-on guide for developers who want to master the command line—not just to get around, but to build a fast, flexible, and portable development environment. This isn’t a tour of shell commands. It’s a blueprint for creating workflows that scale across machines, teams, and projects. You’ll go from keystroke-level efficiency to composing powerful pipelines, writing reliable scripts, and automating common development tasks. Then you’ll take it further: managing your configuration with Git, customizing your shell setup, and working seamlessly across remote sessions using tools like Vim and tmux. By the end, your shell won’t just be a tool; it’ll be an extension of your thinking. You’ll learn how to: - Find, filter, and reshape data using grep, regular expressions, and shell pipelines; - Write scripts that automate setup, configuration, and repetitive tasks; - Create Python-based CLI tools to pull and process structured data; - Manage your environment with Git and version-controlled dot files; - Edit quickly with Vim and multitask efficiently using terminal multiplexers; - Use AI tools to generate commands, debug faster, and enhance automation. Whether you’re leveling up from the basics or refining your craft, this book will help you think clearly, automate confidently, and work more effectively in the shell. | |
Разместил: Ingvar16 2-06-2025, 17:16 | Комментарии: 0 | Подробнее
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