targets
Dynamic Function-Oriented 'Make'-Like Declarative Pipelines
Pipeline tools coordinate the pieces of computationally demanding analysis projects. The 'targets' package is a 'Make'-like pipeline tool for statistics and data science in R. The package skips costly runtime for tasks that are already up to date, orchestrates the necessary computation with implicit parallel computing, and abstracts files as R objects. If all the current output matches the current upstream code and data, then the whole pipeline is up to date, and the results are more trustworthy than otherwise. The methodology in this package borrows from GNU 'Make' (2015, ISBN:978-9881443519) and 'drake' (2018, doi:10.21105/joss.00550).
- Version1.9.0
- R version≥ 3.5.0
- LicenseMIT
- LicenseLICENSE
- Needs compilation?No
- Languageen-US
- targets citation info
- Last release11/20/2024
Documentation
Team
William Michael Landau
MaintainerShow author detailsMatthew T. Warkentin
Show author detailsRolesContributorMark Edmondson
Show author detailsRolesContributorTristan Mahr
Samantha Oliver
Eli Lilly and Company
Show author detailsRolesCopyright holder, fnd
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- Imports15 packages
- Suggests34 packages
- Reverse Imports4 packages
- Reverse Suggests5 packages
- Reverse Enhances1 package