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Название: Fractional-Order Activation Functions for Neural Networks: Case Studies on Forecasting Wind Turbines’ Generated Power
Автор: Kishore Bingi, Ramadevi Bhukya, Venkata Ramana Kasi
Издательство: Springer
Год выхода: 2025
Страниц: 246
Формат: True PDF; True ePUB
Размер: 120 MB
Язык: английский

This book suggests the development of single and multi-layer fractional-order neural networks that incorporate fractional-order activation functions derived using fractional-order derivatives. Activation functions are essential in neural networks as they introduce nonlinearity, enabling the models to learn complex patterns in data. However, traditional activation functions have limitations such as non-differentiability, vanishing gradient problems, and inactive neurons at negative inputs, which can affect the performance of neural networks, especially for tasks involving intricate nonlinear dynamics.

Название: Android App Development For Beginners: A Step-By-Step Practical Guide to Programming Android Applications With Kotlin, Jetpack Compose, and Android Studio
Автор: Nathan Sebhastian
Издательство: Independently published
Серия: Code With Nathan
Год: November 13, 2024
Страниц: 314
Язык: английский
Формат: epub
Размер: 10.1 MB

Android App Development For Beginners will teach you how to create extensible Android applications using Kotlin and its supporting libraries, such as Jetpack Compose and Room, even if you have no experience. Save time and learn up to 3x faster with a structured approach designed for beginners. Instead of connecting incomplete tutorials from multiple sources, you’ll gain a clear, step-by-step path to mastering Android development. Each chapter breaks down complex topics into plain, easy-to-understand language with practical examples to ensure you learn by doing. By the end of the book, you'll have built a working Android app from scratch, gaining hands-on experience with modern Android development. We focus only on the essentials and immediately start a project once we cover the basic Kotlin knowledge. You will see how Kotlin, Jetpack Compose, Room, and various Android libraries are used to create a dynamic and extensible Android application. No prior experience with Android development is required. This book introduces you to everything you need, from the Kotlin language to Jetpack Compose and beyond.

Название: Hands-on Spring 6 and Spring Boot 3.0: A pragmatic approach to REST, GraphQL, reactive programming and messaging in Spring
Автор: Sagara Gunathunga
Издательство: BPB Publications
Год: 2025
Страниц: 322
Язык: английский
Формат: epub (true)
Размер: 10.3 MB

The demand for developers skilled in Spring and Spring Boot remains strong, reflecting the frameworks' key roles in modern software development and the constant expansion of Java-based applications across industries. This technical guide to Spring Framework 6 and Spring Boot 3.0 employs a scenario-based methodology, systematically addressing enterprise-grade concerns, including TDD, security, and observability. The content progressively builds a complete application, with each chapter expanding specific components while maintaining a focus on production-ready implementation patterns. A companion GitHub repository provides complete source code, allowing readers to focus on critical concepts. The book's architecture progresses from fundamental Spring concepts through practical implementations of MVC applications, data persistence, REST/GraphQL APIs, reactive programming, and messaging systems, concluding with deployment strategies and emerging Spring technologies. This book is for Java developers who want to use Spring Framework 6 and Spring Boot 3.0 to build production-ready enterprise applications and services. Prior experience using Java is expected, and no experience with Spring and Spring Boot is required.

Название: Вишитий одяг
Номер: № 1, 3-4, 5-6, 8-9 / 2017-2018
Стр.: 4*36
Формат: pdf / jpg
Размер: 389,3 Мб
Язык: українська

Український журнал з вишивки. На сторінках видання поєднані традиційні мотиви із сучасними правилами моди, подані українські орнаменти, які здатні перетворити одяг на вишукане вбрання, та візерунки, які органічно вписуються у будь-який сучасний інтер'єр. Уроки майстерності та шедеври вишивки. Кожен номер дозволяє помилуватися неймовірно красивими виробами, розкриває секрети відомих майстрів та дарує велику натхнення до вишивки! Якщо ви завжди мріяли створити незвичайну вишивку, якою захоплювалися б усі майстрині навколо, це видання допоможе у виборі малюнка.