Hands On Design Patterns With Julia 1 0
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Hands On Design Patterns And Best Practices With Julia
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Author : Tom Kwong
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-01-17
Hands On Design Patterns And Best Practices With Julia written by Tom Kwong and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-17 with Computers categories.
Design and develop high-performance, reusable, and maintainable applications using traditional and modern Julia patterns with this comprehensive guide Key FeaturesExplore useful design patterns along with object-oriented programming in Julia 1.0Implement macros and metaprogramming techniques to make your code faster, concise, and efficientDevelop the skills necessary to implement design patterns for creating robust and maintainable applicationsBook Description Design patterns are fundamental techniques for developing reusable and maintainable code. They provide a set of proven solutions that allow developers to solve problems in software development quickly. This book will demonstrate how to leverage design patterns with real-world applications. Starting with an overview of design patterns and best practices in application design, you'll learn about some of the most fundamental Julia features such as modules, data types, functions/interfaces, and metaprogramming. You'll then get to grips with the modern Julia design patterns for building large-scale applications with a focus on performance, reusability, robustness, and maintainability. The book also covers anti-patterns and how to avoid common mistakes and pitfalls in development. You'll see how traditional object-oriented patterns can be implemented differently and more effectively in Julia. Finally, you'll explore various use cases and examples, such as how expert Julia developers use design patterns in their open source packages. By the end of this Julia programming book, you'll have learned methods to improve software design, extensibility, and reusability, and be able to use design patterns efficiently to overcome common challenges in software development. What you will learnMaster the Julia language features that are key to developing large-scale software applicationsDiscover design patterns to improve overall application architecture and designDevelop reusable programs that are modular, extendable, performant, and easy to maintainWeigh up the pros and cons of using different design patterns for use casesExplore methods for transitioning from object-oriented programming to using equivalent or more advanced Julia techniquesWho this book is for This book is for beginner to intermediate-level Julia programmers who want to enhance their skills in designing and developing large-scale applications.
Hands On Julia Programming
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Author : Sambit Kumar Dash
language : en
Publisher: BPB Publications
Release Date : 2021-10-21
Hands On Julia Programming written by Sambit Kumar Dash and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-21 with Computers categories.
Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. KEY FEATURES ● In-depth explanation and code samples highlighting the features of the Julia language. ● Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and performance management tools. ● Exposure to the most important Julia packages that aid in Data and Text Analytics and Deep Learning. DESCRIPTION The Julia Programming language enables data scientists and programmers to create prototypes without sacrificing performance. Nonetheless, skeptics question its readiness for production deployments as a new platform with a 1.0 release in 2018. This book removes these doubts and offers a comprehensive glimpse at the language's use throughout developing and deploying production-ready applications. The first part of the book teaches experienced programmers and scientists about the Julia language features in great detail. The second part consists of gaining hands-on experience with the development environment, debugging, programming guidelines, package management, and cloud deployment strategies. In the final section, readers are introduced to a variety of third-party packages available in the Julia ecosystem for Data Processing, Text Analytics, and developing Deep Learning models. This book provides an extensive overview of the programming language and broadens understanding of the Julia ecosystem. As a result, it assists programmers, scientists, and information architects in selecting Julia for their next production deployments. WHAT YOU WILL LEARN ● Get to know the complete fundamentals of Julia programming. ● Explore Julia development frameworks and how to work with them. ● Dig deeper into the concepts and applications of functional programming. ● Uncover the Julia infrastructure for development, testing, and deployment. ● Learn to practice Julia libraries and the Julia package ecosystem. ● Processing Data, Deep Learning, and Natural Language Processing with Julia. WHO THIS BOOK IS FOR This book is for Data Scientists and application developers who want to learn about Julia application development. No prior Julia knowledge is required but knowing the basics of programming helps understand the objectives of this book. TABLE OF CONTENTS 1. Getting Started 2. Data Types 3. Conditions, Control Flow, and Iterations 4. Functions and Methods 5. Collections 6. Arrays 7. Strings 8. Metaprogramming 9. Standard Libraries Module 2. The Development Environment 10. Programming Guidelines in Julia 11. Performance Management 12. IDE and Debugging 13. Package Management 14. Deployment Module 3. Packages in Julia 15. Data Transformations 16. Text Analytics 17. Deep Learning
Think Julia
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Author : Ben Lauwens
language : en
Publisher: O'Reilly Media
Release Date : 2019-04-05
Think Julia written by Ben Lauwens and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-05 with Computers categories.
If you’re just learning how to program, Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch. Designed from the beginning for high performance, Julia is a general-purpose language ideal for not only numerical analysis and computational science but also web programming and scripting. Through exercises in each chapter, you’ll try out programming concepts as you learn them. Think Julia is perfect for students at the high school or college level as well as self-learners and professionals who need to learn programming basics. Start with the basics, including language syntax and semantics Get a clear definition of each programming concept Learn about values, variables, statements, functions, and data structures in a logical progression Discover how to work with files and databases Understand types, methods, and multiple dispatch Use debugging techniques to fix syntax, runtime, and semantic errors Explore interface design and data structures through case studies
Api Design Patterns
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Author : JJ Geewax
language : en
Publisher: Simon and Schuster
Release Date : 2021-07-20
Api Design Patterns written by JJ Geewax and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-20 with Computers categories.
Modern software systems are composed of many servers, services, and other components that communicate through APIs. As a developer, your job is to make sure these APIs are stable, reliable, and easy to use for other developers. API Design Patterns provides you with a unique catalog of design standards and best practices to ensure your APIs are flexible and user-friendly. Fully illustrated with examples and relevant use-cases, this essential guide covers patterns for API fundamentals and real-world system designs, along with quite a few not-so-common scenarios and edge-cases. about the technology API design patterns are a useful set of best practice specifications and common solutions to API design challenges. Using accepted design patterns creates a shared language amongst developers who create and consume APIs, which is especially critical given the explosion of mission-critical public-facing web APIs. API Patterns are still being developed and discovered. This collection, gathered and tested by Google API expert JJ Geewax, is the first of its kind. about the book API Design Patterns draws on the collected wisdom of the API community, including the internal developer knowledge base at Google, laying out an innovative set of design patterns for developing both internal and public-facing APIs. In this essential guide, Google Software Engineer JJ Geewax provides a unique and authoritative catalog of patterns that promote flexibility and ease-of-use in your APIs. Each pattern in the catalog is fully illustrated with its own example API, use-cases for solving common API design challenges, and scenarios for tricky edge issues using a pattern''s more subtle features. With the best practices laid out in this book, you can ensure your APIs are adaptive in the face of change and easy for your clients to incorporate into their projects. what''s inside A full case-study of building an API and adding features The guiding principles that underpin most API patterns Fundamental patterns for resource layout and naming Advanced patterns for special interactions and data transformations about the reader Aimed at software developers with experience using APIs, who want to start building their own. about the author JJ Geewax is a software engineer at Google, focusing on Google Cloud Platform and API design. He is also the author of Google Cloud Platform in Action.
Design Patterns Explained
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Author : Alan Shalloway
language : en
Publisher: Addison-Wesley Professional
Release Date : 2002
Design Patterns Explained written by Alan Shalloway and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.
This book introduces the programmer to patterns: how to understand them, how to use them, and then how to implement them into their programs. This book focuses on teaching design patterns instead of giving more specialized patterns to the relatively few.
Patterns
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Author : Peter Koepke
language : en
Publisher: Phaidon Press
Release Date : 2016-10-03
Patterns written by Peter Koepke and has been published by Phaidon Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-03 with Design categories.
An insider's guide to the world's largest archive of patterns and textiles, the source of inspiration for the globe's top designers Every season, designers from fashion, home furnishings, textiles, graphic arts, and paper-product industries seek inspiration from patterns to bring their collections to life. Many of these designers - including Beacon Hill, Boden, Calvin Klein, Clinique, Colefax & Fowler, Lululemon, Nike, Oscar de la Renta, Pottery Barn, and Target - look to the Design Library, the world's largest archive of surface design. This one-of-a-kind book, drawn from the Design Library’s archive, is an exclusive and ultimate sourcebook of pattern and ornament.
Sharing A Shell
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Author : Julia Donaldson
language : en
Publisher: Macmillan Children's Books
Release Date : 2015-05-01
Sharing A Shell written by Julia Donaldson and has been published by Macmillan Children's Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-01 with categories.
Three friends, sharing a shell,Down by the sparkling sea,Rollicking all round the rock poolIn their wonderful home for three.When the litte hermit crab finds a shiny new shell, at first he doesn't want to share it -- not with a blobby purple anemone and a tickly bristleworm, anyway! Join Crab, Blob and Brush in a story of sea, shells, and friendship -- and all about learning how to share.Now available as a chunky board book with a glittery cover that's perfect for younger readers, Sharing a Shell was the first ever story from the bestselling picture-book pairing of Julia Donaldson and Lydia Monks, who have since gone on to create such classics as What the Ladybird Heard and The Singing Mermaid. Praise for The Singing Mermaid:'[A] tip-top adventurous ballad which will hold its readers captive.' - Guardian '[...] a delightful rhyming adventure.' - Daily Mail
How To Design And Evaluate Research In Education
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Author : Jack R. Fraenkel
language : en
Publisher: McGraw-Hill Humanities, Social Sciences & World Languages
Release Date : 2005-04
How To Design And Evaluate Research In Education written by Jack R. Fraenkel and has been published by McGraw-Hill Humanities, Social Sciences & World Languages this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04 with Education categories.
How to Design and Evaluate Research in Education provides a comprehensive introduction to educational research. Step-by-step analysis of real research studies provides students with practical examples of how to prepare their work and read that of others. End-of-chapter problem sheets, comprehensive coverage of data analysis, and information on how to prepare research proposals and reports make it appropriate both for courses that focus on doing research and for those that stress how to read and understand research.
Complexus Mundi Emergent Patterns In Nature
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Author : Miroslav M Novak
language : en
Publisher: World Scientific
Release Date : 2006-01-26
Complexus Mundi Emergent Patterns In Nature written by Miroslav M Novak and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-26 with Science categories.
The dynamics of complex systems can clarify the creation of structures in Nature. This creation is driven by the collective interaction of constitutive elements of the system. Such interactions are frequently nonlinear and are directly responsible for the lack of prediction in the evolution process. The self-organization accompanying these processes occurs all around us and is constantly being rediscovered, under the guise of a new jargon, in apparently unrelated disciplines.This volume offers unique perspectives on aspects of fractals and complexity and, through the examination of complementary techniques, provides a unifying thread in this multidisciplinary endeavor. Do nonlinear interactions play a role in the complexity management of socio-econo-political systems? Is it possible to extract the global properties of genetic regulatory networks without knowing the details of individual genes? What can one learn by transplanting the self-organization effects known in laser processes to the study of emotions? What can the change in the level of complexity tell us about the physiological state of the organism? The reader will enjoy finding the answers to these questions and many more in this book.
Assessing Differentiated Student Products
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Author : Julia L. Roberts
language : en
Publisher: Routledge
Release Date : 2021-09-23
Assessing Differentiated Student Products written by Julia L. Roberts and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-23 with Education categories.
The second edition of Assessing Differentiated Student Products provides educators with tremendous opportunities to differentiate instruction and facilitate continuous progress for every student. This book provides teachers with everything needed to develop and assess products developed by students. The book includes a list of suggested products; more than 100 DAP tools that assess content, presentation, creativity, and reflection at three tier levels using a multilevel performance scale for a variety of products; and detailed information on how to use these tools in the classroom. By encouraging the use of varied products to demonstrate what students have learned, DAP tools engage children, motivate, have real-world connections, require high-level thinking and problem-solving skills, accommodate learning preferences, allow for self-expression and creativity, promote ownership and pride in one's work, and develop lifelong learners.