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targets: Dynamic Function-Oriented 'Make'-Like Declarative Workflows
As a pipeline toolkit for Statistics and data science in R, the 'targets' package brings together function-oriented programming and 'Make'-like declarative workflows. It analyzes the dependency relationships among the tasks of a workflow, 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 match 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>).
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Package details |
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| Author | William Michael Landau [aut, cre] (<https://orcid.org/0000-0003-1878-3253>), Matthew T. Warkentin [ctb], 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] |
| Maintainer | William Michael Landau <will.landau@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.8.0 |
| URL | https://docs.ropensci.org/targets/ https://github.com/ropensci/targets |
| Package repository | View on CRAN |
| Installation |
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