doRNG: Generic Reproducible Parallel Backend for 'foreach' Loops

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), <DOI:10.1287/opre.47.1.159>]. 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.

Package details

AuthorRenaud Gaujoux [aut, cre]
MaintainerRenaud Gaujoux <renozao@protonmail.com>
LicenseGPL (>= 2)
Version1.8.6
URL https://renozao.github.io/doRNG/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("doRNG")

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doRNG documentation built on Jan. 16, 2023, 5:07 p.m.