Julia

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Think Julia

Ben Lauwens,Allen B. Downey
Think Julia Book PDF

Author : Ben Lauwens,Allen B. Downey
Publisher : "O'Reilly Media, Inc."
Page : 298 pages
File Size : 54,8 Mb
Release : 2019-04-05
Category : Computers
ISBN : 9781492044987

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Think Julia by Ben Lauwens,Allen B. Downey Pdf

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

Julia Programming for Operations Research

Changhyun Kwon
Julia Programming for Operations Research Book PDF

Author : Changhyun Kwon
Publisher : Changhyun Kwon
Page : 262 pages
File Size : 54,6 Mb
Release : 2019-03-03
Category : Technology & Engineering
ISBN : 9781798205471

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Julia Programming for Operations Research by Changhyun Kwon Pdf

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

Hands-On Design Patterns and Best Practices with Julia

Tom Kwong
Hands On Design Patterns and Best Practices with Julia Book PDF

Author : Tom Kwong
Publisher : Packt Publishing Ltd
Page : 521 pages
File Size : 53,5 Mb
Release : 2020-01-17
Category : Computers
ISBN : 9781838646615

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Hands-On Design Patterns and Best Practices with Julia by Tom Kwong Pdf

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.

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

Ruth Fidler,Julia Daunt
Being Julia A Personal Account of Living with Pathological Demand Avoidance Book PDF

Author : Ruth Fidler,Julia Daunt
Publisher : Jessica Kingsley Publishers
Page : 194 pages
File Size : 48,9 Mb
Release : 2021-08-19
Category : Family & Relationships
ISBN : 9781784501884

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Being Julia - A Personal Account of Living with Pathological Demand Avoidance by Ruth Fidler,Julia Daunt Pdf

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.

Julia for Machine Learning

Zacharias Voulgaris
Julia for Machine Learning Book PDF

Author : Zacharias Voulgaris
Publisher : Unknown
Page : 298 pages
File Size : 44,9 Mb
Release : 2020-05-18
Category : Computers
ISBN : 1634628136

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Julia for Machine Learning by Zacharias Voulgaris Pdf

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.

Julie and Julia

Julie Powell
Julie and Julia Book PDF

Author : Julie Powell
Publisher : Little Brown
Page : 179 pages
File Size : 49,7 Mb
Release : 2014-05-10
Category : BIOGRAPHY & AUTOBIOGRAPHY
ISBN : 0316135488

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Julie and Julia by Julie Powell Pdf

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.

Statistics with Julia

Yoni Nazarathy,Hayden Klok
Statistics with Julia Book PDF

Author : Yoni Nazarathy,Hayden Klok
Publisher : Springer Nature
Page : 527 pages
File Size : 47,6 Mb
Release : 2021-09-04
Category : Computers
ISBN : 9783030709013

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Statistics with Julia by Yoni Nazarathy,Hayden Klok Pdf

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.

The Men

Sandra Newman
The Men Book PDF

Author : Sandra Newman
Publisher : Grove Press
Page : 271 pages
File Size : 43,5 Mb
Release : 2022-06-14
Category : Fiction
ISBN : 9780802159670

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The Men by Sandra Newman Pdf

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.

The Last Word

Julia Cooper
The Last Word Book PDF

Author : Julia Cooper
Publisher : Coach House Books
Page : 116 pages
File Size : 52,5 Mb
Release : 2017-04-17
Category : Social Science
ISBN : 9781770565012

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The Last Word by Julia Cooper Pdf

The Last Word investigates the debased art of eulogy. Through insightful, surprisingly playful readings of famous eulogies (from a scene in Love Actually to Jacques Derrida’s heart-rending essays on the deaths of his peers), Cooper argues against the socially sanctioned desire to avoid thinking about death that results in clichéd memorials, honoring neither the living nor the dead.

Julia

Courtney Cogdell
Julia Book PDF

Author : Courtney Cogdell
Publisher : Xlibris Corporation
Page : 269 pages
File Size : 47,7 Mb
Release : 2018-08-27
Category : Fiction
ISBN : 9781984547507

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Julia by Courtney Cogdell Pdf

Two Souls brought together by the same tragedy. Julia Dexter is a young woman with the perfect life and family, with everything she can ever ask for. As she gets older, things begin to change, not really in her life but in her own mind. She has nightmares that she can not explain and she starts to question what they mean. With her eighteenth birthday a few days away, life begins to change as she meets twenty-two year old, Ethan Morrow. Although, it may seem like the perfect relationship and even better life, disaster is just around the corner.

Julia, Child

Kyo Maclear
Julia Child Book PDF

Author : Kyo Maclear
Publisher : Tundra Books
Page : 34 pages
File Size : 48,9 Mb
Release : 2018-03-06
Category : Juvenile Fiction
ISBN : 9780735264014

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Julia, Child by Kyo Maclear Pdf

A charming, whimsically illustrated picture book about joie de vivre, told from the perspective of a child named Julia who loves to cook. Sure to be savored by readers of all ages. Julia and Simca are two young friends who agree that you can never use too much butter -- and that it is best to be a child forever. Sharing a love of cooking and having no wish to turn into big, busy people who worry too much and dawdle too little, they decide to create a feast for growing and staying young. A playful, scrumptious celebration of the joy of eating, the importance of never completely growing up and mastering the art of having a good time, Julia, Child is a fictional tale loosely inspired by the life and spirit of the very real Julia Child -- a story that should be taken with a grain of salt and a generous pat of butter.

Julia

Natasha Duquette
Julia Book PDF

Author : Natasha Duquette
Publisher : Routledge
Page : 333 pages
File Size : 40,9 Mb
Release : 2015-09-30
Category : Literary Criticism
ISBN : 9781317303664

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Julia by Natasha Duquette Pdf

This critical edition of Julia is the first modern printing of a novel that blends the character development of a poet with critical reflections on social injustice.

Getting Started with Julia

Ivo Balbaert
Getting Started with Julia Book PDF

Author : Ivo Balbaert
Publisher : Packt Publishing Ltd
Page : 214 pages
File Size : 41,7 Mb
Release : 2015-02-26
Category : Computers
ISBN : 9781783284801

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Getting Started with Julia by Ivo Balbaert Pdf

This book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic working knowledge of high-level dynamic languages such as MATLAB, R, Python, or Ruby.

Introduction to Quantitative Macroeconomics Using Julia

Petre Caraiani
Introduction to Quantitative Macroeconomics Using Julia Book PDF

Author : Petre Caraiani
Publisher : Academic Press
Page : 238 pages
File Size : 41,8 Mb
Release : 2018-08-29
Category : Business & Economics
ISBN : 9780128135129

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Introduction to Quantitative Macroeconomics Using Julia by Petre Caraiani Pdf

Introduction to Quantitative Macroeconomics Using Julia: From Basic to State-of-the-Art Computational Techniques facilitates access to fundamental techniques in computational and quantitative macroeconomics. It focuses on the recent and very promising software, Julia, which offers a MATLAB-like language at speeds comparable to C/Fortran, also discussing modeling challenges that make quantitative macroeconomics dynamic, a key feature that few books on the topic include for macroeconomists who need the basic tools to build, solve and simulate macroeconomic models. This book neatly fills the gap between intermediate macroeconomic books and modern DSGE models used in research. Combines an introduction to Julia, with the specific needs of macroeconomic students who are interested in DSGE models and PhD students and researchers interested in building DSGE models Teaches fundamental techniques in quantitative macroeconomics by introducing theoretical elements of key macroeconomic models and their potential algorithmic implementations Exposes researchers working in macroeconomics to state-of-the-art computational techniques for simulating and solving DSGE models

Marge and Julia

Rodger L. Tarr,Brent E. Kinser,Florence M. Turcotte
Marge and Julia Book PDF

Author : Rodger L. Tarr,Brent E. Kinser,Florence M. Turcotte
Publisher : University Press of Florida
Page : 546 pages
File Size : 44,6 Mb
Release : 2022-06-14
Category : Literary Collections
ISBN : 9780813070063

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Marge and Julia by Rodger L. Tarr,Brent E. Kinser,Florence M. Turcotte Pdf

Florida Historical Society Rembert Patrick Award The rich friendship of two remarkable women talking to each other in letters Exploring the rich, enduring companionship shared by Marjorie Kinnan Rawlings and Julia Scribner Bigham through never-before-published letters, Marge and Julia provides a revelatory depiction of these two literary women’s experiences in mid-twentieth-century America. Pulitzer Prize–winning author Rawlings was first introduced to Julia Scribner (later Bigham), daughter of publishing magnate Charles Scribner III, shortly after the legendary Scribner House published The Yearling to runaway success. Though Julia’s New York City life was far removed from the rural world of Cross Creek, the two women remained close until Rawlings’s death in 1953, after which Scribner Bigham served as Rawlings’s literary executor. In this documentary edition of 211 of their letters, Rawlings’s and Bigham’s perspectives on the world are woven through over a decade of intimate discussion and advice about relationships, motherhood, mental health, politics, art, and literature. Supplementing the letters with an introduction, explanatory footnotes, and a reminiscence by Scribner Bigham’s eldest daughter, Hildreth Julia Bigham McCarthy, MD, this edition provides historical context and prompts readers to inspect the facets of both women’s complex relationship with issues such as racial discrimination, class, and gender inequality. These letters offer an unprecedented performance of two women’s intimate friendship, one that transcended the limitations of patriarchy as they wrote their lives in letters.