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Getting Started with Julia Programming.
This book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic working knowledge of high-level dynamic languages such as MATLAB, R, Python, or Ruby.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Packt Publishing,
2015.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 1 | 0 | |a Getting Started with Julia Programming. |
| 260 | |b Packt Publishing, |c 2015. | ||
| 300 | |a 1 online resource | ||
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| 505 | 0 | |a Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; The Rationale for Julia; Chapter 1: Installing the Julia Platform; Installing Julia; Windows version -- usable from Windows XP SP2 onwards; Ubuntu version; OS X; Building from source; Working with Julia's shell; Startup options and Julia scripts; Packages; Adding a new package; Installing and working with Julia Studio; Installing and working with IJulia; Installing Sublime-IJulia; Installing Juno; Other editors and IDEs; How Julia works; Summary. | |
| 505 | 8 | |a Chapter 2: Variables, Types, and OperationsVariables, naming conventions, and comments; Types; Integers; Floating point numbers; Elementary mathematical functions and operations; Rational and complex numbers; Characters; Strings; Formatting numbers and strings; Regular expressions; Ranges and arrays; Other ways to create arrays; Some common functions for arrays; How to convert an array of chars to a string; Dates and times; Scope and constants; Summary; Chapter 3: Functions; Defining functions; Optional and keyword arguments; Anonymous functions; First-class functions and closures. | |
| 505 | 8 | |a Recursive functionsMap, filter, and list comprehensions; Generic functions and multiple dispatch; Summary; Chapter 4: Control Flow; Conditional evaluation; Repeated evaluation; The for loop; The while loop; The break statement; The continue statement; Exception handling; Scope revisited; Tasks; Summary; Chapter 5: Collection Types; Matrices; Tuples; Dictionaries; Keys and values -- looping; Sets; Making a set of tuples; Example project -- word frequency; Summary; Chapter 6: More on Types, Methods, and Modules; Type annotations and conversions; Type conversions and promotions. | |
| 505 | 8 | |a The type hierarchy -- subtypes and supertypesConcrete and abstract types; User-defined and composite types; When are two values or objects equal or identical?; Multiple dispatch example; Types and collections -- inner constructors; Type unions; Parametric types and methods; Standard modules and paths; Summary; Chapter 7: Metaprogramming in Julia; Expressions and symbols; Eval and interpolation; Defining macros; Built-in macros; Testing; Debugging; Benchmarking; Starting a task; Reflection capabilities; Summary; Chapter 8: I/O, Networking, and Parallel Computing; Basic input and output. | |
| 505 | 8 | |a Working with filesReading and writing CSV files; Using DataFrames; Other file formats; Working with TCP sockets and servers; Interacting with databases; Parallel operations and computing; Creating processes; Using low-level communications; Parallel loops and maps; Distributed arrays; Summary; Chapter 9: Running External Programs; Running shell commands; Interpolation; Pipelining; Calling C and FORTRAN; Calling Python; Performance tips; Tools to use; Summary; Chapter 10: The Standard Library and Packages; Digging deeper into the standard library; Julia's package manager. | |
| 520 | |a This book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic working knowledge of high-level dynamic languages such as MATLAB, R, Python, or Ruby. | ||
| 546 | |a English. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Numerical analysis |x Computer programs. | |
| 650 | 0 | |a Mathematical analysis |x Computer programs. | |
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| 650 | 7 | |a Mathematical analysis |x Computer programs |2 fast | |
| 650 | 7 | |a Numerical analysis |x Computer programs |2 fast | |
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| 776 | 0 | 8 | |i Erscheint auch als: |n Druck-Ausgabe |t Balbaert, Ivo. Getting Started with Julia |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1973847 |z Texto completo |
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