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r-targets

Dynamic function-oriented Make-like declarative pipelines

This package provides a pipeline toolkit for statistics and data science in R; the targets package brings function-oriented programming to Make-like declarative pipelines. It 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>).

Installation

Install the latest version of r-targets as follows:

guix install r-targets

Or install a particular version:

guix install r-targets@1.10.1

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.

Badge code

You can use the following badge to inform users of r-targets about the latest version available in Guix.

Example HTML:

<a href='https://packages.guix.gnu.org/packages/r-targets'><img src='https://packages.guix.gnu.org/packages/r-targets/badges/latest-version.svg' alt='Version in GNU Guix'></a>

Example Markdown:

[![Version in GNU Guix](https://packages.guix.gnu.org/packages/r-targets/badges/latest-version.svg)](https://packages.guix.gnu.org/packages/r-targets)

Example Org:

[[https://packages.guix.gnu.org/packages/r-targets][https://packages.guix.gnu.org/packages/r-targets/badges/latest-version.svg]]