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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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Julia 101

Julia can be downloaded from the main website (https://julialang.org) via the Download menu option. It is available for Windows, macOS, Linux, and FreeBSD, and the appropriate download bundles are provided for a current stable version, a long-term support (LTS) version, and the next release. At the time of writing, the stable release is 1.8.5, the LTS is 1.6.7, and the new beta release is 1.9.0. I will briefly cover installing and uninstalling later, although the Julia website is the best source of information.

It can be run using the Julia REPL, the VS Code editor, and a couple of web-based IDEs, Jupyter and Pluto, which we will discuss later in this chapter.

The previous edition used Julia v0.4, which was the stable version at the time, so a large amount has changed since then. When we hosted JuliaCon 2018, v1.0 was announced, promising fewer breaking changes, although these are not insignificant, and so far, a number of breaking changes have been introduced on each...

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Mastering Julia
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