Domain-Specific Languages in R: Advanced Statistical Programming

Thomas Mailund

  • 出版商: Apress
  • 出版日期: 2018-06-24
  • 定價: $990
  • 售價: 9.0$891
  • 語言: 英文
  • 頁數: 268
  • 裝訂: Paperback
  • ISBN: 1484235878
  • ISBN-13: 9781484235874
  • 相關分類: R 語言
  • 立即出貨

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商品描述

Gain an accelerated introduction to domain-specific languages in R, including coverage of regular expressions. This compact, in-depth book shows you how DSLs are programming languages specialized for a particular purpose, as opposed to general purpose programming languages. Along the way, you’ll learn to specify tasks you want to do in a precise way and achieve programming goals within a domain-specific context. 

Domain-Specific Languages in R includes examples of DSLs including large data sets or matrix multiplication; pattern matching DSLs for application in computer vision; and DSLs for continuous time Markov chains and their applications in data science. After reading and using this book, you’ll understand how to write DSLs in R and have skills you can extrapolate to other programming languages.

What You'll Learn

 

  • Program with domain-specific languages using R
  • Discover the components of DSLs
  • Carry out large matrix expressions and multiplications 
  • Implement metaprogramming with DSLs
  • Parse and manipulate expressions 
 

 

Who This Book Is For

Those with prior programming experience. R knowledge is helpful but not required.  

 

 

商品描述(中文翻譯)

在R語言中,快速入門特定領域語言(Domain-Specific Languages,DSLs),包括正則表達式的使用。這本簡潔而深入的書籍向您展示了DSLs是專門用於特定目的的編程語言,而不是通用編程語言。在學習過程中,您將學會以精確的方式指定要執行的任務,並在特定領域的上下文中實現編程目標。

《R中的特定領域語言》包括使用DSLs的示例,包括大型數據集或矩陣乘法;應用於計算機視覺的模式匹配DSLs;以及連續時間馬爾可夫鏈及其在數據科學中的應用的DSLs。閱讀並使用本書後,您將了解如何在R中編寫DSLs,並具備可以應用於其他編程語言的技能。

《本書的學習目標》

- 使用R進行特定領域語言的編程
- 了解DSLs的組成部分
- 執行大型矩陣表達式和乘法
- 使用DSLs進行元編程
- 解析和操作表達式

《本書適合對象》

具有先前編程經驗的人。具備R知識將有所幫助,但不是必需的。