Domain-Specific Languages in R : Advanced Statistical Programming / / by Thomas Mailund
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| Autore: |
Mailund Thomas
|
| Titolo: |
Domain-Specific Languages in R : Advanced Statistical Programming / / by Thomas Mailund
|
| Pubblicazione: | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (257 pages) |
| Disciplina: | 005.13 |
| Soggetto topico: | Programming languages (Electronic computers) |
| Artificial intelligence | |
| Computer programming | |
| Mathematical statistics | |
| Big data | |
| R (Computer program language) | |
| Programming Languages, Compilers, Interpreters | |
| Artificial Intelligence | |
| Programming Techniques | |
| Probability and Statistics in Computer Science | |
| Big Data | |
| Nota di bibliografia: | Includes bibliographical references. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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 . |
| Titolo autorizzato: | Domain-Specific Languages in R |
| ISBN: | 9781484235881 |
| 1484235886 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910300744203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |