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Domain-Specific Languages in R - Advanced Statistical Programming (Paperback, 1st ed.)
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Domain-Specific Languages in R - Advanced Statistical Programming (Paperback, 1st ed.)
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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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