doFuture: Use Foreach to Parallelize via the Future Framework
The 'future' package provides a unifying parallelization framework for R that supports many parallel and distributed backends. The 'foreach' package provides a powerful API for iterating over an R expression in parallel. The 'doFuture' package brings the best of the two together. There are two alternative ways to use this package. The recommended approach is to use 'y <- foreach(...) %dofuture% { ... }', which does not require using 'registerDoFuture()' and has many advantages over '%dopar%'. The alternative is the traditional 'foreach' approach by registering the 'foreach' adapter 'registerDoFuture()' and so that 'y <- foreach(...) %dopar% { ... }' runs in parallelizes with the 'future' framework.
Version: |
1.0.1 |
Depends: |
foreach (≥ 1.5.0), future (≥ 1.32.0) |
Imports: |
future.apply, globals, iterators, parallel, utils |
Suggests: |
doRNG (≥ 1.8.2), markdown, R.rsp |
Published: |
2023-12-20 |
Author: |
Henrik Bengtsson
[aut, cre, cph] |
Maintainer: |
Henrik Bengtsson <henrikb at braju.com> |
BugReports: |
https://github.com/HenrikBengtsson/doFuture/issues |
License: |
LGPL-2.1 | LGPL-3 [expanded from: LGPL (≥ 2.1)] |
URL: |
https://doFuture.futureverse.org,
https://github.com/HenrikBengtsson/doFuture |
NeedsCompilation: |
no |
Citation: |
doFuture citation info |
Materials: |
NEWS |
In views: |
HighPerformanceComputing |
CRAN checks: |
doFuture results |
Documentation:
Downloads:
Reverse dependencies:
Reverse imports: |
antaresEditObject, baskexact, basksim, envi, funGp, fxTWAPLS, GeDS, hwep, kergp, latentcor, LWFBrook90R, nebula, pareg, parseRPDR, remiod, rpm, rTwig, SharkDemography, simtrial, skpr, sparrpowR, sphunif, ssdtools, stacks, survstan, tglkmeans, tune, updog, vmeasur, WeightedCluster |
Reverse suggests: |
bhmbasket, ISAnalytics, kernelshap, ldsr, mikropml, momentuHMM, mslp, oncomsm, progressr, projpred, robust2sls, SCdeconR, semPower, sRACIPE |
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=doFuture
to link to this page.