Domain Specific Languages in R Advanced Statistical Programming 1st Edition by Thomas Mailund 1484235881 9781484235881

Domain Specific Languages in R Advanced Statistical Programming 1st Edition by Thomas Mailund – Ebook PDF Instant Download/DeliveryISBN:  1484235881, 9781484235881 

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Product details:

ISBN-10 :  1484235881 

ISBN-13 :  9781484235881

Author:   Thomas Mailund 

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.  

 

Domain Specific Languages in R Advanced Statistical Programming 1st Table of contents:

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

 

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Tags: Domain Specific, Languages, Advanced Statistical, Programming, Thomas Mailund