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Domain-Specific Languages in R

Advanced Statistical Programming

By (author) Thomas Mailund
Format: Paperback / softback
Publisher: APress, Berkley, United States
Published: 24th Jun 2018
Dimensions: w 156mm h 234mm d 14mm
Weight: 381g
ISBN-10: 1484235878
ISBN-13: 9781484235874
Barcode No: 9781484235874
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Synopsis
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.

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