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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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Getting started with Julia

Starting to program in Julia is very easy. Naturally, the first task you will need to do is to install Julia on your computer. Thankfully, this has been made very simple. In the early versions of Julia, it was necessary to build from source but was largely made redundant with binaries for the major operating systems.

We differentiate between several different sets of sources:

  • Windows
  • Apple macOS
  • Generic Linux (x86)
  • Generic Linux (ARM)
  • Free BSD
  • Source (necessary for other OSs)

As noted previously, the best place to look is the main Julia website (http://julialang.org), and navigate to the Downloads tab on the menu.

Windows and macOS are serviced by exe and dmg binaries, respectively. In these cases, installation is as simple as downloading the binary and clicking on it, and everything else is handled by the installer. As of v1.9, a source on Apple macOS is now available for the new M-series processors, in addition to...

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Mastering Julia
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