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Learning Julia

You're reading from   Learning Julia Build high-performance applications for scientific computing

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Product type Paperback
Published in Nov 2017
Publisher Packt
ISBN-13 9781785883279
Length 316 pages
Edition 1st Edition
Languages
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Authors (2):
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Rahul Lakhanpal Rahul Lakhanpal
Author Profile Icon Rahul Lakhanpal
Rahul Lakhanpal
Anshul Joshi Anshul Joshi
Author Profile Icon Anshul Joshi
Anshul Joshi
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Table of Contents (11) Chapters Close

Preface 1. Understanding Julia's Ecosystem FREE CHAPTER 2. Programming Concepts with Julia 3. Functions in Julia 4. Understanding Types and Dispatch 5. Working with Control Flow 6. Interoperability and Metaprogramming 7. Numerical and Scientific Computation with Julia 8. Data Visualization and Graphics 9. Connecting with Databases 10. Julia’s Internals

LLVM and JIT explained

LLVM, which is short for Low-Level Virtual Machine, is a compiler infrastructure project that is a collection of compiler and toolchain technologies. The LLVM is purely written in C++, started in early 2000 at the University of Illinois at Urbana–Champaign by Vikram Adve and Chris Lattner. In the present day, a lot of modern frontend and backend technologies, including Julia, use LLVM as the baseline compiler architecture.

Since its initial days of development, LLVM has grown much more and today we call it an umbrella project, which features a lot of other exciting stuff:

  • LLVM IR
  • LLVM Debugger
  • LLVM C++ Standard Library and more

In Chapter 1, Understanding Julia's Ecosystem, we had already gone through an initial level of discussion about LLVM and JIT; however, in this part of the chapter, we will discuss how Julia uses LLVM and JIT to...

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