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: 0.1.7
Depends: R (≥ 3.4)
Imports: butcher, cli, fs, generics, glue, hardhat, httr, jsonlite, lifecycle, magrittr (≥ 2.0.3), pins (≥ 1.0.0), plumber (≥ 1.0.0), purrr, rapidoc, readr (≥ 1.4.0), renv, rlang (≥ 1.0.0), tibble, vctrs, withr
Suggests: callr, caret, covr, curl, dplyr, flexdashboard, ggplot2, httpuv, knitr, LiblineaR, mlr3, mlr3data, mlr3learners, modeldata, parsnip, pingr, plotly, ranger, recipes, rmarkdown, rpart, rsconnect, slider (≥ 0.2.2), testthat (≥ 3.0.0), tidyselect, vdiffr, workflows, xgboost, yardstick
Published: 2022-08-11
Author: Julia Silge ORCID iD [cre, aut], RStudio [cph, fnd]
Maintainer: Julia Silge <julia.silge at rstudio.com>
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: Model Cards for transparent, responsible reporting
vetiver

Downloads:

Package source: vetiver_0.1.7.tar.gz
Windows binaries: r-devel: vetiver_0.1.7.zip, r-release: vetiver_0.1.6.zip, r-oldrel: vetiver_0.1.7.zip
macOS binaries: r-release (arm64): vetiver_0.1.7.tgz, r-oldrel (arm64): vetiver_0.1.7.tgz, r-release (x86_64): vetiver_0.1.6.tgz, r-oldrel (x86_64): vetiver_0.1.6.tgz
Old sources: vetiver archive

Linking:

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