Book Image

Learning Julia

By : Anshul Joshi, Rahul Lakhanpal
Book Image

Learning Julia

By: Anshul Joshi, Rahul Lakhanpal

Overview of this book

Julia is a highly appropriate language for scientific computing, but it comes with all the required capabilities of a general-purpose language. It allows us to achieve C/Fortran-like performance while maintaining the concise syntax of a scripting language such as Python. It is perfect for building high-performance and concurrent applications. From the basics of its syntax to learning built-in object types, this book covers it all. This book shows you how to write effective functions, reduce code redundancies, and improve code reuse. It will be helpful for new programmers who are starting out with Julia to explore its wide and ever-growing package ecosystem and also for experienced developers/statisticians/data scientists who want to add Julia to their skill-set. The book presents the fundamentals of programming in Julia and in-depth informative examples, using a step-by-step approach. You will be taken through concepts and examples such as doing simple mathematical operations, creating loops, metaprogramming, functions, collections, multiple dispatch, and so on. By the end of the book, you will be able to apply your skills in Julia to create and explore applications of any domain.
Table of Contents (17 chapters)
Title Page
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
8
Data Visualization and Graphics

Summary


In this chapter, we saw how functions are defined in Julia and how to play around with function arguments. We covered different types of argument passing methods, such as variable arguments, single arguments, and even no arguments. Later on in the chapter, we discussed how multiple dispatch makes Julia one of the best languages available in the programming world because of the speed boost it provides. Interestingly, we focused on a topic named recursion, which, although not specific to functions, was covered just to give a brief overview of what recursive functions are and how recursion is done in Julia. And, lastly, we covered some of the most commonly used built-in functions provided by Julia's rich library.

Now that we have a solid foundation of what functions are and how they empower a fellow Julia programmer, we shall head over to types, a very interesting and important topic, wherein we will talk in detail about types to help us understand what they are and how to create one...