targets: Dynamic Function-Oriented 'Make'-Like Declarative Pipelines

A pipeline toolkit for Statistics and data science in R, the 'targets' package brings function-oriented programming to 'Make'-like declarative pipelines. 'targets' orchestrates a pipeline as a graph of dependencies, skips steps that are already up to date, runs the necessary computation with optional parallel workers, abstracts files as R objects, and provides tangible evidence that the results are reproducible given the underlying code and data. The methodology in this package borrows from GNU 'Make' (2015, ISBN:978-9881443519) and 'drake' (2018, <doi:10.21105/joss.00550>).

Package details

AuthorWilliam Michael Landau [aut, cre] (<https://orcid.org/0000-0003-1878-3253>), Matthew T. Warkentin [ctb], Mark Edmondson [ctb] (<https://orcid.org/0000-0002-8434-3881>), Samantha Oliver [rev] (<https://orcid.org/0000-0001-5668-1165>), Tristan Mahr [rev] (<https://orcid.org/0000-0002-8890-5116>), Eli Lilly and Company [cph]
MaintainerWilliam Michael Landau <will.landau@gmail.com>
LicenseMIT + file LICENSE
Version0.14.2
URL https://docs.ropensci.org/targets/ https://github.com/ropensci/targets
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("targets")

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targets documentation built on Jan. 6, 2023, 5:16 p.m.