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Domain-Specific Languages in R: Advanced Statistical Programming - Softcover

 
9781484240045: Domain-Specific Languages in R: Advanced Statistical Programming

Inhaltsangabe

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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Über die Autorin bzw. 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.

Von der hinteren Coverseite

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.

You will:

  • 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 

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

  • VerlagAPress
  • Erscheinungsdatum2019
  • ISBN 10 1484240049
  • ISBN 13 9781484240045
  • EinbandTapa blanda
  • SpracheEnglisch
  • Anzahl der Seiten257
  • Kontakt zum HerstellerNicht verfügbar

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

ISBN 10:  1484235878 ISBN 13:  9781484235874
Verlag: Apress, 2018
Softcover

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Internationale Ausgabe

Thomas Mailund
Verlag: Apress / KP, 2018
ISBN 10: 1484240049 ISBN 13: 9781484240045
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