Название: Transfer Learning for Multiagent Reinforcement Learning Systems
Автор: Felipe Leno da Silva, Anna Helena Reali Costa
Издательство: Morgan and Claypool
Год: 2021
Формат: PDF
Страниц: 131
Размер: 10 Mb
Язык: English

Learning to solve sequential decision-making tasks is difficult. Humans take years exploring the environment essentially in a random way until they are able to reason, solve difficult tasks, and collaborate with other humans towards a common goal. Artificial Intelligent agents are like humans in this aspect. Reinforcement Learning (RL) is a well-known technique to train autonomous agents through interactions with the environment. Unfortunately, the learning process has a high sample complexity to infer an effective actuation policy, especially when multiple agents are simultaneously actuating in the environment.

Название: Finite-State Text Processing
Автор: Kyle Gorman, Richard Sproat
Издательство: Morgan & Claypool
Год: 2021
Страниц: 160
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.

Название: Interface for an App: The Design Rationale
Автор: Bob Spence
Издательство: Morgan & Claypool
Год: 2021
Формат: PDF
Страниц: 99
Размер: 10 Mb
Язык: English

This book is an account of how I addressed the need for a smartphone app that would allow someone with Type 1 diabetes to self-manage their condition.
Its presentation highlights the major features of the app's interface design. They include the selection of metaphors appropriate to a user's need to form a mental model of the app; the importance of visible context; the benefits of consistency; and considerations of a user's cognitive and perceptual abilities. The latter is a key feature of the book.

Название: The Algorithm Interview Guide
Автор: Rajesh Mohanan
Издательство: Leanpub
Год: 2021-06-18
Страниц: 143
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.35 MB

An interview guide with a detailed step-by-step explanation to the most commonly asked questions and patterns. A comprehensive step-by-step approach for learning algorithms for coding interviews. 50 questions with well-explained solutions that cater to both the struggling and also experienced. All solutions are explained well in detail with the help of pseudocode and also with Java. The solutions also covers the common algorithmic patterns that are used. Let me not beat around the bush and come to the point. Good knowledge of Algorithm and Data Structures is a basic necessity to pass your interview and land a good job. These are asked not just at entry-level but even at managerial levels as well.

Название: Java OOP Done Right
Автор: Alan Mellor
Издательство: Leanpub
Год: 2021-04-05
Страниц: 202
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

You've seen awful Java code and you're sick of it. Let's fix that. Starting from Object Oriented basics, we'll add modern ideas like TDD, SOLID, Design Patterns and Hexagonal Architecture to the mix. We'll craft code we can be proud of! My hope is this book gets you past ‘getter and setter’ coding and gets you into high gear using objects as they were intended to be used. It might be your first insight into how OOP fits together in the real world. Java has a reputation for being verbose. I hope this book shows you how to fix that. I want you to take away the techniques of crafting clean, powerful, readable OOP code. This book is not an introduction to Java. It should be suitable for beginners who can write Java “Hello World” and understand the basic syntax for variables, conditionals and classes. Examples use Java 11 syntax.

Название: Scala from Scratch: Understanding
Автор: Daniel Westheide
Издательство: Leanpub
Год: 2020-11-05
Страниц: 309
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 19.19 MB

Do you want to get a deeper understanding of Scala and functional programming? Has "Scala from Scratch: Exploration" whetted your appetite? This follow-up book gives you an in-depth understanding of Scala, including many of the advanced concepts. You'll learn about best practices and you'll be ready to get productive in real-life Scala code bases. Scala from Scratch: Understanding is the second in a series of two books that teach you the Scala programming language. Readers that have read "Scala from Scratch: Exploration" or have learned some Scala through other means will get a deeper understanding of the language features and underlying functional programming concepts that have been explored in the first book. You will also learn about important advanced language features that play a crucial role in many real-life Scala projects.

Название: Functional Programming Made Easier: A Step-by-Step Guide
Автор: Charles Scalfani
Издательство: Leanpub
Год: 2021
Страниц: 1926
Язык: английский
Формат: pdf (true)
Размер: 64.5 MB

A Functional Programming book from beginner to advanced without skipping a single step along the way. Functional Programming is hard. Too hard. I struggled for years to learn a Functional Language with no definitive guide that takes you from knowing absolutely NOTHING to working as a Functional Programmer. PureScript is a modern Haskell-like Purely Functional Programming Language that compiles to jаvascript making it the best Functional Programming Language for both the Browser and the Server (via Node). It’s so closely related to Haskell that all of the concepts you learn translate directly from PureScript to Haskell.

Название: Artificial Intelligence: Models, Algorithms and Application
Автор: Terje Solsvik Kristensen
Издательство: Bentham Science Publishers
Год: 2021
Страниц: 176
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Artificial Intelligence: Models, Algorithms and Applications presents focused information about applications of artificial intelligence (AI) in different areas to solve complex problems. The book presents 8 chapters that demonstrate AI based systems for vessel tracking, mental health assessment, radiology, instrumentation, business intelligence, education and criminology. The book concludes with a chapter on mathematical models of neural networks.

Название: Профессиональное программирование на PHP
Автор: Джордж Шлосснейгл
Издательство: Вильямс
Год: 2006
ISBN: 5-8459-0925-2
Формат: pdf
Страниц: 593
Размер: 127 Mb
Язык: Русский

Книга адресована опытным PHP-программистам и разработчикам Web-приложений, проектирующим крупные Web-системы для решения сложных задач.

Название: Linear Models with Python
Автор: Julian J. Faraway
Издательство: CRC Press
Год: 2021
Страниц: 309
Язык: английский
Формат: pdf
Размер: 10.1 MB

Like its widely praised, best-selling companion version, Linear Models with R, this book replaces R with Python to seamlessly give a coherent exposition of the practice of linear modeling. Linear Models with Python offers up-to-date insight on essential data analysis topics, from estimation, inference and prediction to missing data, factorial models and block designs. Numerous examples illustrate how to apply the different methods using Python.