Welding R and C++: A Tale of Two Programming Languages
Fuente:
arXiv
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2024
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866912241156096000 |
|---|---|
| author | Sepulveda, Mauricio Vargas |
| author_facet | Sepulveda, Mauricio Vargas |
| contents | This article compares `cpp11armadillo` and `cpp11eigen`, new R packages that integrate the powerful Armadillo and Eigen C++ libraries for linear algebra into the R programming environment. This article provides a detailed comparison between Armadillo and Eigen speed and syntax. The goal of these packages is to simplify a part of the process of solving bottlenecks by using C++ within R, these offer additional ease of integration for users who require high-performance linear algebra operations in their R workflows. This document aims to discuss the tradeoff between computational efficiency and accessibility. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_00568 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Welding R and C++: A Tale of Two Programming Languages Sepulveda, Mauricio Vargas Mathematical Software Programming Languages Computation This article compares `cpp11armadillo` and `cpp11eigen`, new R packages that integrate the powerful Armadillo and Eigen C++ libraries for linear algebra into the R programming environment. This article provides a detailed comparison between Armadillo and Eigen speed and syntax. The goal of these packages is to simplify a part of the process of solving bottlenecks by using C++ within R, these offer additional ease of integration for users who require high-performance linear algebra operations in their R workflows. This document aims to discuss the tradeoff between computational efficiency and accessibility. |
| title | Welding R and C++: A Tale of Two Programming Languages |
| topic | Mathematical Software Programming Languages Computation |
| url | https://arxiv.org/abs/2409.00568 |