Supercharge R Functions with C++

Supercharge R Functions with C++

Leveraging C++ to more than double your code’s speed.

R

has always been a quite spectacular language for statisticians, as it has been optimized with statistics in mind. As data became more complex and larger, R started to become more relevant even as Python took over programming “market share” in the space, and to this day, R still holds its own for many statistical paradigms needed to be solved today. In this article, I will outline how to leverage C++ in R to allow you to supercharge your code by orders of magnitude using Rcpp.

What is Rcpp?

As the name implies Rcpp acts as an interface between R and C++. Not only does it allow R users to take functions they have already built out in pure R and build it in C++ for even faster results, but it also enables your C++ functions to be easily exported and used in your R scripts.

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