Domain-Specific Languages in R | Taschenbuch

Cover: 9781484235874 | Domain-Specific Languages in R | Advanced Statistical Programming

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Sprache: Englisch

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Beschreibung

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, yoüll 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, yoüll 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.

Über den Autor

Thomas Mailund is an associate professor in bioinformatics at Aarhus University, Denmark. He has a background in math and computer science. For the last decade, his main focus has been on genetics and evolutionary studies, particularly comparative genomics, speciation, and gene flow between emerging species. He has published Beginning Data Science in R, Functional Programming in R and Metaprogramming in R with Apress as well as other books.

Zusammenfassung

Learn to program with domain-specific languages using R

Carry out large matrix expressions and multiplications

Implement metaprogramming with DSLs

Inhaltsverzeichnis

1. Introduction.- 2. Matrix expressions.- 3. Components of a programming language.- 4. Functions, classes and operators.- 5. Parsing and manipulating expressions.- 6. Lambda expressions.- 7. Environments and Expressions.- 8. Tidy evaluation.- 9. List comprehension.- 10. Continuous-Time Markov chains.- 11. Pattern matching.- 12. Dynamic programming.- 13. Conclusion.

Details

Erscheinungsjahr:	2018
Fachbereich:	Programmiersprachen
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	ix 257 S. 10 s/w Illustr. 257 p. 10 illus.
ISBN-13:	9781484235874
ISBN-10:	1484235878
Sprache:	Englisch
Herstellernummer:	978-1-4842-3587-4
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Mailund, Thomas
Auflage:	1st ed.
Hersteller:	Apress Apress L.P.
Maße:	235 x 155 x 15 mm
Von/Mit:	Thomas Mailund
Erscheinungsdatum:	24.06.2018
Gewicht:	0,411 kg

Artikel-ID: 111350370