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Think Julia

Think Julia
Author: Ben Lauwens
Publisher: "O'Reilly Media, Inc."
Total Pages: 298
Release: 2019-04-05
Genre: Computers
ISBN: 1492044989
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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

Hands-On Design Patterns and Best Practices with Julia

Hands-On Design Patterns and Best Practices with Julia
Author: Tom Kwong
Publisher: Packt Publishing Ltd
Total Pages: 521
Release: 2020-01-17
Genre: Computers
ISBN: 1838646612
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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.

Julia Programming for Operations Research

Julia Programming for Operations Research
Author: Changhyun Kwon
Publisher: Changhyun Kwon
Total Pages: 262
Release: 2019-03-03
Genre: Technology & Engineering
ISBN: 1798205475
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Last Updated: December 2020 Based on Julia v1.3+ and JuMP v0.21+ The main motivation of writing this book was to help the author himself. He is a professor in the field of operations research, and his daily activities involve building models of mathematical optimization, developing algorithms for solving the problems, implementing those algorithms using computer programming languages, experimenting with data, etc. Three languages are involved: human language, mathematical language, and computer language. His team of students need to go over three different languages, which requires "translation" among the three languages. As this book was written to teach his research group how to translate, this book will also be useful for anyone who needs to learn how to translate in a similar situation. The Julia Language is as fast as C, as convenient as MATLAB, and as general as Python with a flexible algebraic modeling language for mathematical optimization problems. With the great support from Julia developers, especially the developers of the JuMP—Julia for Mathematical Programming—package, Julia makes a perfect tool for students and professionals in operations research and related areas such as industrial engineering, management science, transportation engineering, economics, and regional science. For more information, visit: http://www.chkwon.net/julia

Statistics with Julia

Statistics with Julia
Author: Yoni Nazarathy
Publisher: Springer Nature
Total Pages: 527
Release: 2021-09-04
Genre: Computers
ISBN: 3030709019
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This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical knowledge and only assumes a basic understanding of programming and mathematical notation. It is accessible to practitioners and researchers in data science, machine learning, bio-statistics, finance, or engineering who may wish to solidify their knowledge of probability and statistics. The book progresses through ten independent chapters starting with an introduction of Julia, and moving through basic probability, distributions, statistical inference, regression analysis, machine learning methods, and the use of Monte Carlo simulation for dynamic stochastic models. Ultimately this text introduces the Julia programming language as a computational tool, uniquely addressing end-users rather than developers. It makes heavy use of over 200 code examples to illustrate dozens of key statistical concepts. The Julia code, written in a simple format with parameters that can be easily modified, is also available for download from the book’s associated GitHub repository online. See what co-creators of the Julia language are saying about the book: Professor Alan Edelman, MIT: With “Statistics with Julia”, Yoni and Hayden have written an easy to read, well organized, modern introduction to statistics. The code may be looked at, and understood on the static pages of a book, or even better, when running live on a computer. Everything you need is here in one nicely written self-contained reference. Dr. Viral Shah, CEO of Julia Computing: Yoni and Hayden provide a modern way to learn statistics with the Julia programming language. This book has been perfected through iteration over several semesters in the classroom. It prepares the reader with two complementary skills - statistical reasoning with hands on experience and working with large datasets through training in Julia.

Julie and Julia

Julie and Julia
Author: Julie Powell
Publisher: Little Brown
Total Pages: 179
Release: 2014-05-10
Genre: BIOGRAPHY & AUTOBIOGRAPHY
ISBN: 9780316135481
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Nearing 30 and trapped in a dead-end secretarial job, Julie Powell reclaims her life by cooking every single recipe in Julia Child's legendary Mastering the Art of French Cooking in the span of one year. It's a hysterical, inconceivable redemptive journey - life rediscovered through aspics, calves' brains and crEme brUlEe. The bestselling memoir that's "irresistible...A kind of Bridget Jones meets The French Chef" (Philadelphia Inquirer) is now a major motion picture directed by Nora Ephron, starring Amy Adams as Julie and Meryl Streep as Julia, the film Julie & Julia will be released by Sony Pictures on August 7, 2009.

Miss Julia Speaks Her Mind

Miss Julia Speaks Her Mind
Author: Ann B. Ross
Publisher: Harper Collins
Total Pages: 292
Release: 2009-10-20
Genre: Fiction
ISBN: 0061978302
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Miss Julia, a recently bereaved and newly wealthy widow, is only slightly bemused when one Hazel Marie Puckett appears at her door with a youngster in tow and unceremoniously announces that the child is the bastard son of Miss Julia's late husband. Suddenly, this longtime church member and pillar of her small Southern community finds herself in the center of an unseemly scandal-and the guardian of a wan nine-year-old whose mere presence turns her life upside down. With razor-sharp wit and perfect "Steel Magnolia" poise, Miss Julia speaks her mind indeed-about a robbery, a kidnapping, and the other disgraceful events precipitated by her husband's death. Fast-paced and charming, with a sure sense of comic drama, a cast of crazy characters, and a strong Southern cadence, Miss Julia Speaks Her Mind will delight readers from first page to last.

Being Julia - A Personal Account of Living with Pathological Demand Avoidance

Being Julia - A Personal Account of Living with Pathological Demand Avoidance
Author: Ruth Fidler
Publisher: Jessica Kingsley Publishers
Total Pages: 194
Release: 2021-08-19
Genre: Family & Relationships
ISBN: 1784501883
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Diagnosed with Pathological Demand Avoidance (PDA) at aged 12 and writing this memoir at age 37, Julia Daunt depicts the ins and out of PDA and its symptoms, while maintaining a positive outlook on what is possible to achieve. Co-written with professional specialist Ruth Fidler, it covers how PDA impacts Julia's life, including meltdowns, sensory issues and communication in relationships. Including examples of school reports and handwritten letters, a chapter written from Julia's partner's perspective and even an example of Julia's favourite recipe, this warm and personal look at living and thriving with PDA is informative and inspiring.

The Men

The Men
Author: Sandra Newman
Publisher: Grove Press
Total Pages: 271
Release: 2022-06-14
Genre: Fiction
ISBN: 0802159672
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From the author of The Heavens, a dazzling, mindbending novel in which all people with a Y chromosome mysteriously disappear from the face of the earth Deep in the California woods on an evening in late August, Jane Pearson is camping with her husband Leo and their five-year-old son Benjamin. As dusk sets in, she drifts softly to sleep in a hammock strung outside the tent where Leo and Benjamin are preparing for bed. At that moment, every single person with a Y chromosome vanishes around the world, disappearing from operating theaters mid-surgery, from behind the wheels of cars, from arguments and acts of love. Children, adults, even fetuses are gone in an instant. Leo and Benjamin are gone. No one knows why, how, or where. After the Disappearance, Jane forces herself to enter a world she barely recognizes, one where women must create new ways of living while coping with devastating grief. As people come together to rebuild depopulated industries and distribute scarce resources, Jane focuses on reuniting with an old college girlfriend, Evangelyne Moreau, leader of the Commensalist Party of America, a rising political force in this new world. Meanwhile, strange video footage called “The Men” is being broadcast online showing images of the vanished men marching through barren, otherworldly landscapes. Is this just a hoax, or could it hold the key to the Disappearance? From the author of The Heavens, The Men is a gripping, beautiful, and disquieting novel of feminist utopias and impossible sacrifices that interrogates the dream of a perfect society and the conflict between individual desire and the good of the community.

Julia for Machine Learning

Julia for Machine Learning
Author: Zacharias Voulgaris
Publisher:
Total Pages: 298
Release: 2020-05-18
Genre: Computers
ISBN: 9781634628136
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Unleash the power of Julia for your machine learning tasks. We reveal why Julia is chosen for more and more data science and machine learning projects, including Julia's ability to run algorithms at lightning speed. Next, we show you how to set up Julia and various IDEs such as Jupyter. Afterward, we explore key Julia libraries, which are useful for data science work, including packages related to visuals, data structures, and mathematical processes. After building a foundation in Julia, we dive into machine learning, with foundational concepts reinforced by Julia use cases. The use cases build upon each other, reaching the level where we code a machine learning model from scratch using Julia. All of these use cases are available in a series of Jupyter notebooks. After covering dimensionality reduction methods, we explore additional machine learning topics, such as parallelization and data engineering. Although knowing how to use Julia is essential, it is even more important to communicate our results to the business, which we cover next, including how to work efficiently with project stakeholders. Our Julia journey then ascends to the finer points, including improving machine learning transparency, reconciling machine learning with statistics, and continuing to innovate with Julia. The final chapters cover future trends in the areas of Julia, machine learning, and artificial intelligence. We explain machine learning and Bayesian Statistics hybrid systems, and Julia's Gen language. We share many resources so you can continue to sharpen your Julia and machine learning skills. Each chapter concludes with a series of questions designed to reinforce that chapter's material, with answers provided in an appendix. Other appendices include an extensive glossary, bridge packages between Julia and other programming languages, and an overview of three data science-related heuristics implemented in Julia, which aren't in any of the existing packages.

Mom Seeks God

Mom Seeks God
Author: Julia Roller
Publisher: Abingdon Press
Total Pages: 126
Release: 2014-04-01
Genre: Religion
ISBN: 1426787375
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The first months and years of motherhood can be the most challenging and disorienting of your life—and faith. When you’re surrounded by the happy chaos of children, how do you spend quiet time with God if the only quiet time you get is while you sleep? How can you demonstrate a solid spiritual life to your children if you don’t have time to pursue one yourself? When Julia Roller discovered that her spiritual growth had been stunted by the busyness of life with her toddler, she embarked on a yearlong journey through ten spiritual disciplines: prayer, fellowship, submission, study, simplicity, silence, worship, fasting, service, and celebration. As she focused on each discipline, she discovered practical ways to observe them—even in the chaos of her every day. Mom Seeks God offers a highly relatable story and useful advice to help new moms grow in their faith as they address life changes with grace, patience, and prayer. As readers discover ten essential faith practices, they’ll learn that motherhood, itself, is a spiritual discipline, and may be God’s most effective technique for forming a more Christ-like life.