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  • Book Overview & Buying Mastering Julia
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Mastering Julia

Mastering Julia - Second Edition

By : Malcolm Sherrington
4.3 (3)
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Mastering Julia

Mastering Julia

4.3 (3)
By: Malcolm Sherrington

Overview of this book

Julia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second. This book is a primer on Julia’s approach to a wide variety of topics such as scientific computing, statistics, machine learning, simulation, graphics, and distributed computing. Starting off with a refresher on installing and running Julia on different platforms, you’ll quickly get to grips with the core concepts and delve into a discussion on how to use Julia with various code editors and interactive development environments (IDEs). As you progress, you’ll see how data works through simple statistics and analytics and discover Julia's speed, its real strength, which makes it particularly useful in highly intensive computing tasks. You’ll also and observe how Julia can cooperate with external processes to enhance graphics and data visualization. Finally, you will explore metaprogramming and learn how it adds great power to the language and establish networking and distributed computing with Julia. By the end of this book, you’ll be confident in using Julia as part of your existing skill set.
Table of Contents (14 chapters)
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Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

Symbols

@rget macro 184, 185

@rlibrary macro 187

A

abstract syntax tree (AST) 123

abstract types 10

Amazon Web Services (AWS) 2

application program interface (API) 348

ArgParse

using 443, 444

versus Getopt 444-446

arguments

default and optional arguments 89-92

keyword arguments 93, 94

passing 89

variable argument list 92, 93

arithmetic operators 44

array 46, 47

broadcast() function, using 47, 48

Atomicity, Consistency, Isolation, and Durability (ACID) 348

automatic differentiation (AD) 280-284

B

backends 324

GR 325

PlotlyJS 325

plots, saving with HDF5 327

PythonPlot 325, 326

Basel function 171-173

Basel problem 22-24

Berkeley Database (BDB) 372

big integers 45, 46

BigQuery 379

binary files 217, 218...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
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Mastering Julia
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