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 Название: MATLAB Deep Learning Toolbox Reference (R2022a)
Автор: Mark Hudson Beale, Martin T. Hagan, Howard B. Demuth
Издательство: The MathWorks, Inc.
Год: 2022
Формат: PDF
Страниц: 2314
Размер: 14,7 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. | |
Разместил: vitvikvas 12-05-2022, 04:04 | Комментарии: 0 | Подробнее
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 Название: A Course in Cryptography
Автор: Heiko Knospe
Издательство: American Mathematical Society
Год: 2019
Формат: True PDF
Страниц: 344
Размер: 10 Mb
Язык: English
This book provides a compact course in modern cryptography. The mathematical foundations in algebra, number theory and probability are presented with a focus on their cryptographic applications. The text provides rigorous definitions and follows the provable security approach. The most relevant cryptographic schemes are covered, including block ciphers, stream ciphers, hash functions, message authentication codes, public-key encryption, key establishment, digital signatures and elliptic curves. The current developments in post-quantum cryptography are also explored, with separate chapters on quantum computing, lattice-based and code-based cryptosystems. Many examples, figures and exercises, as well as SageMath (Python) computer code, help the reader to understand the concepts and applications of modern cryptography.
A special focus is on algebraic structures, which are used in many cryptographic constructions and also in post-quantum systems. The essential mathematics and the modern approach to cryptography and security prepare the reader for more advanced studies. The text requires only a first-year course in mathematics (calculus and linear algebra) and is also accessible to computer scientists and engineers. | |
Разместил: vitvikvas 10-05-2022, 19:31 | Комментарии: 0 | Подробнее
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 Название: Alteryx Designer: The Definitive Guide (Early Release)
Автор: Joshua Burkhow
Издательство: O’Reilly Media
Год: 2022-05-10: Fourth Release
Формат: ePUB
Размер: 10 Mb
Язык: English
Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks.
This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease.
Ready to work with data quickly and efficiently? This guide gets you started. | |
Разместил: vitvikvas 10-05-2022, 05:48 | Комментарии: 0 | Подробнее
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 Название: An Introduction to the Rasch Model with Examples in R
Автор: Rudolf Debelak, Carolin Stobl and Matthew D. Zeigenfuse
Издательство: CRC Press
Год: 2022
Формат: True PDF
Страниц: 323
Размер: 10 Mb
Язык: English
An Introduction to the Rasch Model with Examples in R offers a clear, comprehensive introduction to the Rasch model along with practical examples in the free, open-source software R.
It is accessible for readers without a background in psychometrics or statistics, while also providing detailed explanations of the relevant mathematical and statistical concepts for readers who want to gain a deeper understanding. Its worked examples in R demonstrate how to apply the methods to real-world examples and how to interpret the resulting output.
In addition to motivating and presenting the Rasch model, the book covers different methods for parameter estimation and for assessing fit and differential item functioning (DIF). While focusing on the Rasch model, it also addresses a variety of other dichotomous and polytomous Rasch and item response theory (IRT) models, such as two-parameter logistic (2PL) and Partial Credit models, and extensions, including mixture Rasch models and computerized adaptive testing (CAT). | |
Разместил: vitvikvas 10-05-2022, 04:39 | Комментарии: 0 | Подробнее
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 Название: Введение в прикладное дискретное программирование
Автор: Израиль Сигал, Александра Иванова
Издательство: ФИЗМАТЛИТ
Год: 2003
ISBN: 5-9221-0377-6
Формат: pdf
Страниц: 237
Размер: 51,7 Mb
Язык: Русский
Излагаются современные комбинаторные алгоритмы для решения задач дискретной оптимизации с применением компьютерных средств. Рассматриваются: особенности задач дискретной оптимизации и их общие свойства; алгоритмы гарантированного функционирования; алгоритмы типа "greedy"; комбинированные алгоритмы различных типов для приближенного и точного решения задач; задачи большой размерности (параметризация и реализация). | |
Разместил: oksanavalera 9-05-2022, 20:59 | Комментарии: 0 | Подробнее
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 Название: Алгоритмы и программы. Решение олимпиадных задач
Автор: Порублев И.Н., Ставровский А.Б.
Издательство: Вильямс, Диалектика
Год: 2007
ISBN: 978-5-8459-1244-2
Формат: pdf
Страниц: 467
Размер: 139 Mb
Язык: Русский
В книге обсуждаются методы решения различных задач по программированию, знание которых будет полезно во многих ситуациях. Затронуты также технические вопросы: структурное кодирование и использование подпрограмм, элементы стиля, отладки и тестирования, использование режимов компиляции, организация ввода данных. | |
Разместил: oksanavalera 9-05-2022, 20:59 | Комментарии: 0 | Подробнее
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 Название: Scaling Python with Ray
Автор: Holden Karau and Boris Lublinsky
Издательство: O’Reilly Media
Год: 2022-05-09: Third Release
Формат: ePUB
Размер: 10 Mb
Язык: English
Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.
In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you. | |
Разместил: vitvikvas 9-05-2022, 20:09 | Комментарии: 0 | Подробнее
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 Название: Modern Mainframe Development: COBOL, Databases, and Next-Generation Approaches
Автор: Tom Taulli
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 349
Размер: 14,2 Mb
Язык: English
Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure transactions. In this practical book, author Tom Taulli shows software developers how to pursue a hybrid approach by integrating traditional mainframes and applications with modern digital systems.
By the end of this book, you'll have a solid understanding of the mainframe architecture and ecosystem, including core concepts and technologies such as COBOL, REXX, JCL, Db2, VSAM, and CICS. You'll also learn how to blend in newer technologies such as the cloud, AI and machine learning, and microservices. This handbook is indispensable for enterprises looking to thrive in the new digital world. | |
Разместил: vitvikvas 9-05-2022, 16:08 | Комментарии: 0 | Подробнее
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 Название: Machine Learning for Text, 2nd Edition
Автор: Charu C. Aggarwal
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 582
Размер: 11,8 Mb
Язык: English
This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and natural language processing. Particular importance is placed on deep learning methods. The chapters of this book span three broad categories:1. Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for text analytics such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. | |
Разместил: vitvikvas 8-05-2022, 10:29 | Комментарии: 0 | Подробнее
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 Название: Excel-VBA: From Solving Mathematical Puzzles to Analysing Complex Engineering Problems
Автор: Tariq Muneer, Stoyanka Ivanova
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 183
Размер: 10 Mb
Язык: English
This compact text is a powerful introduction to the Excel/VBA computing environment. The book presents some of the most useful features of Excel. First by introducing mathematical puzzles that will grab the reader’s attention with the reader invited to think hard on solving those puzzles. Then, solutions are presented in a logical manner. The book goes on to describe modern and up-to-date engineering problems and their solutions. Based on many years of the authors’ teaching, the book provides a practical, useful and enjoyable learning methods for readers to become expert in Excel and its application to engineering. | |
Разместил: vitvikvas 8-05-2022, 10:03 | Комментарии: 0 | Подробнее
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