Found insideThis book is about making machine learning models and their decisions interpretable. Found insideThe book does not assume prior knowledge of Go nor experience with any specific language, so you’ll find it accessible whether you’re most comfortable with JavaScript, Ruby, Python, Java, or C++. But the learning doesn't stop at JavaScript. You'll be able to apply these lessons to any language. This book is about the timeless principles of software composition and its lessons will outlast the hot languages and frameworks of today. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. In this book, they expound on the what, how, and why of Chaos Engineering while facilitating a conversation from practitioners across industries. Found inside – Page 76PAKDD 2021 Workshops, WSPA, MLMEIN, SDPRA, DARAI, and AI4EPT, Delhi, India, ... The ranking of systems based on their performance is also shown in the first ... All Haskell compilers support Haskell 98, so practitioners and educators alike have a stable base for their work.This book constitutes the agreed definition of Haskell 98, both the language itself and its supporting libraries, and should be ... About the Book Practical Recommender Systems explains how recommender systems work and shows how to create and apply them for your site. Found insideYet for many developers, relevance ranking is mysterious or confusing. About the Book Relevant Search demystifies the subject and shows you that a search engine is a programmable relevance framework. Found inside – Page 19436th IFIP TC 11 International Conference, SEC 2021, Oslo, Norway, June 22-24, ... the used programming language, tool age, number of active developers, etc. If you've ever wondered how to build your own programming language or wanted to learn C but weren't sure where to start, this is the book for you. Found insideIdeal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for ... Found insideExamples for this edition are written in C#, while our companion Java book provides clear examples in that language. Found insidePurchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. "Designed to teach people to program even if they have no prior experience. The medieval in the modern world is here explored in a variety of media, from film and book to gaming. Found insideOpen source software finds its connections with free software and is part of free and open source software over the extended term. Found insideEvery chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site. This book will show you how. About the Book Deep Learning for Search teaches you to improve your search results with neural networks. You'll review how DL relates to search basics like indexing and ranking. This book is the introduction to Elixir for experienced programmers, completely updated for Elixir 1.6 and beyond. Found inside – Page 1As modestly described by the authors in the Preface to the First Edition, this "is not an introductory programming manual; it assumes some familiarity with basic programming concepts like variables, assignment statements, loops, and ... Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications presents the state-of-the-art on low-rank models and their application to visual analysis. This definitive guide examines how to take advantage of the new Agile methodologies offered when using Ruby on Rails (RoR). Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. This book contains the proceedings of the 2018 International Conference on Bioinformatics and Computational Biology (BIOCOMP'18). This book will teach you how to solve engineering problems with Python. The “hardcore” approach means that you will learn to get the correct results by coding everything from scratch. Found inside3 https://redmonk.com/sogrady/2020/07/27/language-rankings-6-20/ 4 https://www.tiobe.com/tiobe-index 5 http://pypl.github.io/PYPL.html ... Found insideIt can be used in any project and illustrates that you don't have to sacrifice performance for expressiveness! About the Book Nim in Action is your guide to application development in Nim. Found inside – Page 1But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? Looks at the principles and clean code, includes case studies showcasing the practices of writing clean code, and contains a list of heuristics and "smells" accumulated from the process of writing clean code. A collection of hands-on lessons based upon the authors' considerable experience in enterprise integration, the 65 patterns included with this guide show how to use message-oriented middleware to connect enterprise applications. If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Finding shortest paths, traversals, subgraphs and much more. After reading this book, you'll have a solid foundation on data structures and algorithms and be ready to elegantly solve more complex problems in your apps. Found inside – Page 1About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Widely considered one of the best practical guides to programming, Steve McConnell’s original CODE COMPLETE has been helping developers write better software for more than a decade. Found inside – Page 85Therefore, we applied three approaches to ranking solutions. ... in the Python programming language and it is available in the GitHub repository1 along with ... This book collects, structures and formalizes knowledge on recommendation systems in software engineering. It adopts a pragmatic approach with an explicit focus on system design, implementation, and evaluation. This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. This is the Scala edition of Category Theory for Programmers by Bartosz Milewski. This book contains code snippets in both Haskell and Scala. New to this edition are seven chapters covering the latest Erlang features: maps, the type system and the Dialyzer, WebSockets, programming idioms, and a new stand-alone execution environment. If you develop sites or applications for the Web, this book is an absolute must. Found insideIf you have Python experience, this book shows you how to take advantage of the creative freedom Flask provides. Found inside – Page 1Once you’ve mastered these techniques, you’ll constantly turn to this guide for the working PyMC code you need to jumpstart future projects. New to this edition: An extended section on Rust macros, an expanded chapter on modules, and appendixes on Rust development tools and editions. Found insideThis practical guide delivers the knowledge you need to roll up your sleeves and create exceptional embedded projects with this lean and efficient programming language. This book covers the state-of-the-art approaches for the most popular SLU tasks with chapters written by well-known researchers in the respective fields. It won't teach you to program Elixir, or any of its tools. Instead, it guides you through the broader landscape and shows you a holistic approach to adopting the language. What You Need: This book works with any version of Elixir. This approach gives students a solid foundation for writing useful, correct, maintainable, and efficient code. This book is an introduction to programming in general, including object-oriented programming and generic programming. Found inside – Page 8826th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, ... BERT based ranking models are emerging for its superior natural language ... Using a practical, hands-on approach, this book will teach anyone how to carry out Bayesian analyses and interpret the results. Popular SLU tasks with chapters written by well-known researchers in the modern world is here explored in a of. General, including object-oriented programming and generic programming explicit focus on system design,,. Your search results with neural networks frameworks of today introduction to Elixir experienced. Writing useful, correct, maintainable, and evaluation correct results by coding everything from scratch our Java! About the timeless principles of software composition and its lessons will outlast hot! 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