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kerasnip: A Bridge Between 'keras' and 'tidymodels'

Provides a seamless bridge between 'keras' and the 'tidymodels' ecosystem. It allows for the dynamic creation of 'parsnip' model specifications for 'keras' models.

Version: 0.0.1
Depends: R (≥ 4.1.0)
Imports: abind, parsnip (≥ 1.0.0), rlang, keras3, tibble, purrr, dplyr, cli, recipes, reticulate
Suggests: testthat (≥ 3.0.0), modeldata, tidymodels, finetune, tune, dials, workflows, rsample, knitr, lme4, rmarkdown, future, ggplot2
Published: 2025-09-03
DOI: 10.32614/CRAN.package.kerasnip
Author: David Díaz [aut, cre]
Maintainer: David Díaz <daviddrsch at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: kerasnip results

Documentation:

Reference manual: kerasnip.html , kerasnip.pdf
Vignettes: Building Functional Models with kerasnip (source, R code)
Getting Started with kerasnip (source, R code)
The Sequential Model with kerasnip (source, R code)
Tidymodels Workflow with Functional Keras Models (Multi-Input) (source, R code)
Tidymodels Workflow with Sequential Keras Models (source, R code)

Downloads:

Package source: kerasnip_0.0.1.tar.gz
Windows binaries: r-devel: kerasnip_0.0.1.zip, r-release: kerasnip_0.0.1.zip, r-oldrel: not available
macOS binaries: r-release (arm64): kerasnip_0.0.1.tgz, r-oldrel (arm64): kerasnip_0.0.1.tgz, r-release (x86_64): kerasnip_0.0.1.tgz, r-oldrel (x86_64): kerasnip_0.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=kerasnip to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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