Other packages > Find by keyword >

reproducible  

Enhance Reproducibility of R Code
View on CRAN: Click here


Download and install reproducible package within the R console
Install from CRAN:
install.packages("reproducible")

Install from Github:
library("remotes")
install_github("cran/reproducible")

Install by package version:
library("remotes")
install_version("reproducible", "3.0.0")



Attach the package and use:
library("reproducible")
Maintained by
Eliot J B McIntire
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-05
Latest Update: 2024-12-12
Description:
A collection of high-level, machine- and OS-independent tools for making reproducible and reusable content in R. The two workhorse functions are Cache() and prepInputs(). Cache() allows for nested caching, is robust to environments and objects with environments (like functions), and has deals with some classes of file-backed R objects e.g., from terra and raster packages. Both functions have been developed to be foundational components of data retrieval and processing in continuous workflow situations. In both functions, efforts are made to make the first and subsequent calls of functions have the same result, but faster at subsequent times by way of checksums and digesting. Several features are still under development, including cloud storage of cached objects, allowing for sharing between users. Several advanced options are available, see ?reproducibleOptions().
How to cite:
Eliot J B McIntire (2017). reproducible: Enhance Reproducibility of R Code. R package version 3.0.0, https://cran.r-project.org/web/packages/reproducible. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.1 (2017-08-05 12:43), 0.1.2 (2017-08-09 19:34), 0.1.3 (2017-08-11 00:08), 0.1.4 (2018-01-25 13:24), 0.2.0 (2018-06-17 19:30), 0.2.1 (2018-07-07 17:40), 0.2.2 (2018-08-01 10:30), 0.2.3 (2018-08-07 20:40), 0.2.5 (2018-11-16 10:30), 0.2.6 (2019-02-01 09:20), 0.2.7 (2019-03-07 07:50), 0.2.8 (2019-03-18 19:20), 0.2.9 (2019-07-09 13:50), 0.2.10 (2019-09-12 00:40), 0.2.11 (2019-11-19 11:00), 1.0.0 (2020-02-20 18:30), 1.1.0 (2020-05-15 16:20), 1.1.1 (2020-05-20 07:10), 1.2.0 (2020-08-03 12:50), 1.2.1 (2020-08-18 09:20), 1.2.4 (2020-12-07 16:50), 1.2.6 (2021-02-17 18:20), 1.2.7 (2021-05-28 19:40), 1.2.8 (2021-09-26 18:40), 1.2.10 (2022-08-17 10:50), 1.2.11 (2022-11-09 09:40), 1.2.16 (2022-12-22 10:50), 2.0.2 (2023-05-07 07:00), 2.0.4 (2023-05-31 19:00), 2.0.5 (2023-07-03 09:00), 2.0.7 (2023-08-07 20:30), 2.0.8 (2023-08-23 23:40), 2.0.9 (2023-11-09 15:40), 2.0.10 (2023-11-22 05:40), 2.0.11 (2024-03-30 08:20), 2.0.12 (2024-04-15 21:10), 2.1.0 (2024-05-30 02:20), 2.1.2 (2024-12-12 07:30)
Other packages that cited reproducible R package
View reproducible citation profile
Other R packages that reproducible depends, imports, suggests or enhances
Complete documentation for reproducible
Functions, R codes and Examples using the reproducible R package
Some associated functions: Cache . CacheDigest . CacheGeo . CacheHelpers . Checksums . Copy . Filenames . Path-class . archiveExtractBinary . assessDataType . basename2 . checkAndMakeCloudFolderID . checkPath . checkRelative . cloudDownload . cloudUploadFromCache . compareNA . convertPaths . copyFile . debugCache . deprecated . determineFilename . digest . dlGeneric . dlGoogle . dot-file.move . dot-formalsNotInCurrentDots . dot-removeCacheAtts . dot-requireNamespace . dotWrap . downloadFile . downloadRemote . exportedMethods . extractFromArchive . fastMask . fixErrorsIn . grepSysCalls . guessAtTarget . internetExists . isInteractive . isUpdated . isWindows . linkOrCopy . listFilesInArchive . mergeCache . messageColoured . movedCache . normPath . objSize . paddedFloatToChar . pkgEnv . postProcess . postProcessTo . preProcess . prefix . prepInputs . prepareFileBackedRaster . purge . rasterRead . relativePaths . reproducible-package . reproducibleOptions . retry . robustDigest . saveToCache . search . set.randomseed . setSubAttrInList . studyAreaName . tempdir2 . tempfile2 . terra-migration . testForArchiveExtract . unrarPath . viewCache . writeFuture . 
Some associated R codes: DBI.R . cache-helpers.R . cache-internals.R . cache.R . cacheGeo.R . checksums.R . cloud.R . convertPaths.R . copy.R . download.R . exportedMethods.R . gis.R . helpers.R . messages.R . objectSize.R . options.R . packages.R . paths.R . pipe.R . postProcess.R . postProcessTo.R . preProcess.R . prepInputs.R . reproducible-deprecated.R . reproducible-package.R . robustDigest.R . search.R . showCacheEtc.R . spatialObjects-class.R . terra-migration.R . zzz.R .  Full reproducible package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA