Introduction

This doRNG package provides functions to perform reproducible parallel foreach loops, using independent random streams as generated by L’Ecuyer’s combined multiple-recursive generator [L’Ecuyer (1999)]. It enables to easily convert standard %dopar% loops into fully reproducible loops, independently of the number of workers, the task scheduling strategy, or the chosen parallel environment and associated foreach backend.

The package doRNG is available from CRAN at https://cran.r-project.org/web/packages/doRNG. The development project is hosted on GitHub at https://github.com/renozao/doRNG.