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Editorial Team
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Editorial Team
Asked: May 21, 20262026-05-21T03:29:16+00:00 2026-05-21T03:29:16+00:00

I’m wondering about the best way to deploy R. Matlab has the matlab compiler

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I’m wondering about the best way to deploy R. Matlab has the “matlab compiler” (MCR). There has been discussion about something similar in the past for R that would compile R into C or C++. Does anyone have any experience with the R to C Compiler (RCC) that was developed by John Garvin at Rice?

I’ve looked into it, and it seems to be the only project that worked on compiling R code into executable code. And as far as I can tell, it isn’t still being used.

[Edit 1:]: To be clear, I know that there are C and C++ (and Java, Python, etc.) interfaces to R (rJava, rcpp, Rpy, etc.). I’m wondering about specific ways to compile and deploy R code without installing R in advance.

[Edit 2:]: John Mellor-Crummey tells me that they’re still working on RCC and hope to make it available in 4 months or so (at the earliest). I’ll update this further if I find anything else out.

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  1. Editorial Team
    Editorial Team
    2026-05-21T03:29:16+00:00Added an answer on May 21, 2026 at 3:29 am

    A byte code compiler will be part of the R 2.13 release. By default it is not used in this release but it is available; I expect the 2.14 release will by default byte compile all base and recommended packages. The compiler::compile help page and the R Installation and Administration Manual give some more details.

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