Lee Phillips

Practical Julia

A Hands-On Introduction for Scientific Minds

• Broschiertes Buch

Produktbeschreibung

"A comprehensive introduction to the Julia programming language. Provides a step-by-step foundation on the language's basics before diving into how to write effective Julia programs that solve real-world problems in various scientific fields. Readers will use Julia to explore and visualize data, solve equations, write simulations, and create libraries. Contains hundreds of working code examples and illustrations"--

Produktdetails

• Verlag: No Starch Press, US
• Erscheinungstermin: 31. Oktober 2023
• Englisch
• Abmessung: 236mm x 183mm x 35mm
• Gewicht: 1030g
• ISBN-13: 9781718502765
• ISBN-10: 1718502761
• Artikelnr.: 65344380

Autorenporträt

Lee Philips

Inhaltsangabe

Introduction
PART I: LEARNING JULIA
Chapter 1: Getting Started
Chapter 2: Language Basics
Chapter 3: Modules and Packages
Chapter 4: The Plotting System
Chapter 5: Collections
Chapter 6: Functions, Metaprogramming, and Errors
Chapter 7: Diagrams and Animations
Chapter 8: The Type System
PART II: APPLICATIONS
Chapter 9: Physics
Chapter 10: Statistics
Chapter 11: Biology
Chapter 12: Mathematics
Chapter 13: Scientific Machine Learning
Chapter 14: Signal and Image Processing
Chapter 15: Parallel Processing
Index