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Mastering Julia

You're reading from   Mastering Julia Enhance your analytical and programming skills for data modeling and processing with Julia

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Product type Paperback
Published in Jan 2024
Publisher Packt
ISBN-13 9781805129790
Length 506 pages
Edition 2nd Edition
Languages
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Author (1):
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Malcolm Sherrington Malcolm Sherrington
Author Profile Icon Malcolm Sherrington
Malcolm Sherrington
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Table of Contents (14) Chapters Close

Preface 1. Chapter 1: The Julia Environment 2. Chapter 2: Developing in Julia FREE CHAPTER 3. Chapter 3: The Julia Type System 4. Chapter 4: The Three Ms 5. Chapter 5: Interoperability 6. Chapter 6: Working with Data 7. Chapter 7: Scientific Programming 8. Chapter 8: Visualization 9. Chapter 9: Database Access 10. Chapter 10: Networks and Multitasking 11. Chapter 11: Julia’s Back Pages 12. Index 13. Other Books You May Enjoy

The Three Ms

This chapter is devoted to a discussion of Julia’s three Ms, which, when combined, are relatively unique in common programming languages.

These are as follows:

  • Multiple dispatch: The feature in Julia that gives it the ability to generate functional code specific to the parametric types of the arguments passed, which provides speed equivalent to more conventionally compiled languages
  • Metaprogramming and macros: Dynamic features to extend Julia using “genuine” macros created at runtime, adding Lisp-like functionality to the language
  • Modularity: The packaging of type structures, functions, and macros into modules that are used as the basis for packages

We have come across some examples of all these before in the preceding chapters and will take some time out here to discuss them in more detail.

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