Welding R and C++: A Tale of Two Programming Languages

Autor:	Sepulveda, Mauricio Vargas
Rok vydání:	2024
Předmět:	Computer Science - Mathematical Software Computer Science - Programming Languages Statistics - Computation
Druh dokumentu:	Working Paper
Popis:	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. Comment: 21 pages, 0 figures, 13 tables
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2409.00568 Zobrazit plný text záznamu View this record from Arxiv