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Julia 1.0 Programming

Julia 1.0 Programming - Second Edition

By : Ivo Balbaert
3.5 (2)
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Julia 1.0 Programming

Julia 1.0 Programming

3.5 (2)
By: Ivo Balbaert

Overview of this book

The release of Julia 1.0 is now ready to change the technical world by combining the high productivity and ease of use of Python and R with the lightning-fast speed of C++. Julia 1.0 programming gives you a head start in tackling your numerical and data problems. You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. With the help of practical examples, this book walks you through two important collection types: arrays and matrices. In addition to this, you will be taken through how type conversions and promotions work. In the course of the book, you will be introduced to the homo-iconicity and metaprogramming concepts in Julia. You will understand how Julia provides different ways to interact with an operating system, as well as other languages, and then you'll discover what macros are. Once you have grasped the basics, you’ll study what makes Julia suitable for numerical and scientific computing, and learn about the features provided by Julia. By the end of this book, you will also have learned how to run external programs. This book covers all you need to know about Julia in order to leverage its high speed and efficiency for your applications.
Table of Contents (12 chapters)
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Functions

Julia is first and foremost a functional language because computations and data transformations are done through functions; they are first-class citizens in Julia. Programs are structured around defining functions and to overload them for different combinations of argument types. This chapter discusses this keystone concept, covering the following topics:

  • Defining functions
  • Optional and keyword arguments
  • Anonymous functions
  • First-class functions and closures
  • Recursive functions
  • Broadcasting
  • Map, filter, and list comprehensions
  • Generic functions and multiple dispatch
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Julia 1.0 Programming
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