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Hands-On Design Patterns and Best Practices with Julia

You're reading from   Hands-On Design Patterns and Best Practices with Julia Proven solutions to common problems in software design for Julia 1.x

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Length 532 pages
Edition 1st Edition
Languages
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Author (1):
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Tom Kwong Tom Kwong
Author Profile Icon Tom Kwong
Tom Kwong
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Table of Contents (19) Chapters Close

Preface 1. Section 1: Getting Started with Design Patterns
2. Design Patterns and Related Principles FREE CHAPTER 3. Section 2: Julia Fundamentals
4. Modules, Packages, and Data Type Concepts 5. Designing Functions and Interfaces 6. Macros and Metaprogramming Techniques 7. Section 3: Implementing Design Patterns
8. Reusability Patterns 9. Performance Patterns 10. Maintainability Patterns 11. Robustness Patterns 12. Miscellaneous Patterns 13. Anti-Patterns 14. Traditional Object-Oriented Patterns 15. Section 4: Advanced Topics
16. Inheritance and Variance 17. Assessments 18. Other Books You May Enjoy

Summary

In this chapter, we started our journey by discussing how to define functions and make use of various types of function arguments, such as positional arguments, keyword arguments, and variable arguments. We talked about how to use splatting to auto assign the elements of an array or tuple to function arguments. We explored first-class functions by assigning them to variables and passing them around in functional calls. We learned how to create anonymous functions and use the do-syntax to make code more readable.

We then discussed Julia's dispatch mechanism and introduced the concept of multiple dispatch. We realized that ambiguity may exist and so we reviewed the standard tools for detecting ambiguities. We have learned how dispatch is dynamic in nature. We looked at  parametric methods and how they could be useful in several use cases, such as enforcing...

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