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vetiver: Version, Share, Deploy, and Monitor Models

The goal of 'vetiver' is to provide fluent tooling to version, share, deploy, and monitor a trained model. Functions handle both recording and checking the model's input data prototype, and predicting from a remote API endpoint. The 'vetiver' package is extensible, with generics that can support many kinds of models.

Version: 0.2.5
Depends: R (≥ 3.6)
Imports: bundle, butcher (≥ 0.3.1), cereal, cli, ellipsis, fs, generics, glue, hardhat, lifecycle, magrittr (≥ 2.0.3), pins (≥ 1.3.0), purrr, rapidoc, readr (≥ 1.4.0), rlang (≥ 1.1.0), tibble, vctrs, withr
Suggests: arrow, callr, caret, clustMixType, covr, curl, dplyr, flexdashboard, ggplot2, httpuv, httr, jsonlite, keras, knitr, LiblineaR, luz, mgcv, mlr3, mlr3data, mlr3learners, mockery, modeldata, parsnip, paws.machine.learning (≥ 0.2.0), pingr, plotly, plumber (≥ 1.0.0), ranger, recipes, reticulate, rmarkdown, rpart, rsconnect, slider (≥ 0.2.2), smdocker (≥ 0.1.2), stacks, tensorflow, testthat (≥ 3.1.8), tidyselect, torch, vdiffr, workflows, xgboost, yardstick
Published: 2023-11-16
DOI: 10.32614/CRAN.package.vetiver
Author: Julia Silge ORCID iD [cre, aut], Posit Software, PBC [cph, fnd]
Maintainer: Julia Silge <julia.silge at posit.co>
BugReports: https://github.com/rstudio/vetiver-r/issues
License: MIT + file LICENSE
URL: https://vetiver.rstudio.com, https://rstudio.github.io/vetiver-r/, https://github.com/rstudio/vetiver-r/
NeedsCompilation: no
Materials: README NEWS
In views: ModelDeployment
CRAN checks: vetiver results

Documentation:

Reference manual: vetiver.pdf
Vignettes: vetiver

Downloads:

Package source: vetiver_0.2.5.tar.gz
Windows binaries: r-devel: vetiver_0.2.5.zip, r-release: vetiver_0.2.5.zip, r-oldrel: vetiver_0.2.5.zip
macOS binaries: r-release (arm64): vetiver_0.2.5.tgz, r-oldrel (arm64): vetiver_0.2.5.tgz, r-release (x86_64): vetiver_0.2.5.tgz, r-oldrel (x86_64): vetiver_0.2.5.tgz
Old sources: vetiver archive

Reverse dependencies:

Reverse suggests: bundle

Linking:

Please use the canonical form https://CRAN.R-project.org/package=vetiver 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.
Health stats visible at Monitor.