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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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Summary

In this chapter, we dipped our toes into the networking and distributed capabilities of Julia. I didn’t discuss its threading capabilities since this is purely experimental, but much effort is being directed to it and it should be a major feature in Julia v2.

We started with basic networking services available from UDP and TCP sockets and showed how a simple “Julia through the looking glass” echo sever could be written. Then, we moved on to web clients and servers prescribed by the HTTP.jl package. After, we discussed how, when working on the web, it is possible to implement socket-style systems using HTTP protocols.

The last section was somewhat different, in which we considered Julia’s approach to executing tasks in parallel over distributed and multiprocessor systems and dealing with datasets distributed over multiple data files. There is one separate topic that must be considered and that is using Julia in the cloud; we will cover this...

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Mastering Julia
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