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 Название: Enhancing Deep Learning Performance Using Displaced Rectifier Linear Unit
Автор: David Macedo
Издательство: Editora Dialetica
Год: 2022
Страниц: 121
Язык: английский
Формат: epub
Размер: 10.2 MB
Recently, Deep Learning has caused a significant impact on computer vision, speech recognition, and natural language understanding. In spite of the remarkable advances, Deep Learning (DL) recent performance gains have been modest and usually rely on increasing the depth of the models, which often requires more computational resources such as processing time and memory usage. To tackle this problem, we turned our attention to the interworking between the activation functions and the batch normalization, which is virtually mandatory currently. In this work, we propose the activation function Displaced Rectifier Linear Unit (DReLU) by conjecturing that extending the identity function of ReLU to the third quadrant enhances compatibility with batch normalization. Moreover, we used statistical tests to compare the impact of using distinct activation functions (ReLU, LReLU, PReLU, ELU, and DReLU) on the learning speed and test accuracy performance of VGG and Residual Networks state-of-the-art models. | |
Разместил: Ingvar16 23-09-2022, 03:16 | Комментарии: 0 | Подробнее
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 Название: REST API Development with Node.js: Manage and Understand the Full Capabilities of Successful REST Development, Second Edition
Автор: Fernando Doglio
Издательство: Apress
Год: 2018
Страниц: 331
Язык: английский
Формат: pdf (true), epub
Размер: 11.2 MB
Manage and understand the full capabilities of successful REST development. REST API development is a hot topic in the programming world, but not many resources exist for developers to really understand how you can leverage the advantages. This completely updated second edition provides a brief background on REST and the tools it provides (well known and not so well known), then explains how there is more to REST than just JSON and URLs. You will learn about the maintained modules currently available in the npm community, including Express, Restify, Vatican, and Swagger. Finally you will code an example API from start to finish, using a subset of the tools covered. | |
Разместил: Ingvar16 22-09-2022, 19:39 | Комментарии: 0 | Подробнее
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 Название: Practical GameMaker Projects: Build Games with GameMaker Studio 2
Автор: Ben Tyers
Издательство: Apress
Год: 2018
Формат: PDF
Страниц: 258
Размер: 16 Mb
Язык: English
Make ten simple, casual games, and learn a ton of GML coding along the way. Each of these games is the kind you can play when you have a minute or two free, and are great for playing on your PC, or exported to HTML5 or Android. Each game in Practical GameMaker Projects has its own chapter that explains the process of making each game, along with sketches, screenshots, coding, explanations, and tips. For each game there is a YYZ project file of the completed game that is ready to load and play. Also, all resources are available so you can make the game as you follow along in the book.
Each chapter has an introduction that explains what the aim of the game is, followed by a design and coding section which will cover the coding of the game. You’re free to re-use code in your own projects, both free and paid.
At the end of each chapter there is a things-to-try page that gives you five things to add to the game to improve its playability or appearance – pushing you a little to improve your planning and GML skills. | |
Разместил: vitvikvas 22-09-2022, 18:44 | Комментарии: 0 | Подробнее
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 Название: Real World OCaml: Functional Programming for the Masses, Second Edition
Автор: Anil Madhavapeddy, Yaron Minsky
Издательство: Cambridge University Press
Год: 2022
Страниц: 514
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
This fast-moving tutorial introduces you to OCaml, an industrial-strength programming language designed for expressiveness, safety, and speed. Through the book's many examples, you'll quickly learn how OCaml stands out as a tool for writing fast, succinct, and readable systems code using functional programming. Real World OCaml takes you through the concepts of the language at a brisk pace, and then helps you explore the tools and techniques that make OCaml an effective and practical tool. You'll also delve deep into the details of the compiler toolchain and OCaml's simple and efficient runtime system. This second edition brings the book up to date with almost a decade of improvements in the OCaml language and ecosystem, with new chapters covering testing, GADTs, and platform tooling. This title is also available as open access on Cambridge Core, thanks to the support of Tarides. Their generous contribution will bring more people to OCaml. We wrote this book because we believe in the importance of programming languages, and that OCaml in particular is an important language to learn. Both of us have been using OCaml in our academic and professional lives for over 20 years, and in that time we've come to see it as a powerful tool for building complex software systems. | |
Разместил: Ingvar16 22-09-2022, 18:03 | Комментарии: 0 | Подробнее
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Название: BDM. C++ & Python Complete Manual
Автор: Коллектив авторов
Издательство: Papercut Limited
Год: 2022
Формат: pdf
Страниц: 148
Размер: 75 mb
Язык: Английский
Python and C++, two of the most powerful and used programming languages in the world. Between them, they’re used in everything from the latest PlayStation game to controlling the system on-board the International Space Station. This book will help you get started with both programming languages, leading you to advanced coding techniques and opening your mind to a new level of computing. | |
Разместил: na5ballov 22-09-2022, 16:13 | Комментарии: 0 | Подробнее
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 Название: Visual С# 2012 на примерах
Автор: Зиборов В.В.
Издательство: БХВ-Петербург
Год: 2013
Страниц: 480
Формат: djvu
Размер: 53,98 мб
Качество: хорошее
Язык: русский
Рассмотрено более 140 типичных примеров, встречающихся в практике реального программирования для платформы NET Framework в среде Microsoft Visual С#2012. | |
Разместил: gol8425 22-09-2022, 10:44 | Комментарии: 0 | Подробнее
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Название: Слушаем музыку и смотрим фильмы на ПК
Автор: Дронов В.А.
Издательство: БХВ-Петербург
Год: 2011
ISBN: 978-5-9775-0676-2
Страниц: 400
Формат: PDF
Размер: 11 Mб
Язык: Русский
Качество: Оригинал
Рассмотрены вопросы, актуальные для всех любителей слушать музыку и смотреть фильмы на ПК. Описаны принципы функционирования мультимедийной подсистемы Windows. Представлены методы кодирования и параметры, влияющие на качество аудио и видео. Рассмотрены дополнительные программы для воспроизведения аудио и видео всех форматов, их установка, настройка и использование. Даны приемы создания тегов, именования файлов и папок, составления каталога коллекции и записи на компакт-диски. Рассмотрены способы перекодирования в другие форматы, в том числе для сотовых телефонов и плееров. Дан обзор интернет-ресурсов, распространяющих музыку и фильмы бесплатно, — файлообменных сервисов, видеохостингов и пиринговых сетей — и показаны способы загрузки с них файлов. Приведен краткий обзор Web-сайтов с информацией о музыкальных альбомах и фильмах. | |
Разместил: gol8425 22-09-2022, 09:57 | Комментарии: 0 | Подробнее
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 Название: Go Fundamentals: Gopher Guides (Rough Cuts)
Автор: Mark Bates, Cory LaNou
Издательство: Addison-Wesley Professional
Год: 2022
Страниц: 135
Язык: английский
Формат: epub, mobi
Размер: 10.2 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. Based on author Mark Bates's and Cory LaNou's pioneering Gopher Guides training curricula, this guide will allow you to quickly understand and use Go syntax, core features, and idioms. Reflecting Go through version 1.18--which includes Go's exciting new support for generics--this guide prepares you to write robust, reliable, well-performing production code right from the outset. | |
Разместил: Ingvar16 22-09-2022, 01:09 | Комментарии: 0 | Подробнее
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 Название: C++ Software Design: Design Principles and Patterns for High-Quality Software (Final)
Автор: Klaus Iglberger
Издательство: O’Reilly Media, Inc.
Год: 2022
Страниц: 435
Язык: английский
Формат: epub (true), mobi
Размер: 10.8 MB
Good software design is essential for the success of your project, but designing software is hard to do. You need to have a deep understanding of the consequences of design decisions and a good overview of available design alternatives. With this book, experienced C++ developers will get a thorough, practical, and unparalleled overview of software design with this modern language. C++ trainer and consultant Klaus Iglberger explains how you can manage dependencies and abstractions, improve changeability and extensibility of software entities, and apply and implement modern design patterns to help you take advantage of today's possibilities. | |
Разместил: Ingvar16 22-09-2022, 00:35 | Комментарии: 0 | Подробнее
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 Название: MATLAB Deep Learning Toolbox Getting Started Guide
Автор: Mark Hudson Beale, Martin T. Hagan, Howard B. Demuth
Издательство: The MathWorks, Inc
Год: 2022
Формат: True PDF
Страниц: 132
Размер: 10 Mb
Язык: English
Deep Learning Toolbox™ provides a framework for designing and implementing deep neural networks with algorithms, pretrained models, and apps. You can use convolutional neural networks (ConvNets, CNNs) and long short-term memory (LSTM) networks to perform classification and regression on image, time-series, and text data. You can build network architectures such as generative adversarial networks (GANs) and Siamese networks using automatic differentiation, custom training loops, and shared weights. With the Deep Network Designer app, you can design, analyze, and train networks graphically. The Experiment Manager app helps you manage multiple deep learning experiments, keep track of training parameters, analyze results, and compare code from different experiments. You can visualize layer activations and graphically monitor training progress.
You can import networks and layer graphics from TensorFlow™ 2, TensorFlow-Keras, and PyTorch®, the ONNX™ (Open Neural Network Exchange) model format, and Caffe. You can also export Deep Learning Toolbox networks and layer graphs to TensorFlow 2 and the ONNX model format. The toolbox supports transfer learning with DarkNet-53, ResNet-50, NASNet, SqueezeNet and many other pretrained models. | |
Разместил: vitvikvas 21-09-2022, 16:38 | Комментарии: 0 | Подробнее
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