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: | 0.1.4 |
Depends: | R (≥ 3.4) |
Imports: | butcher, cli, curl, fs, generics, glue, hardhat, httr, jsonlite, lifecycle, pins (≥ 1.0.0), plumber (≥ 1.0.0), purrr, rapidoc, readr (≥ 1.4.0), renv, rlang, tibble, vctrs, withr |
Suggests: | callr, caret, covr, httpuv, knitr, LiblineaR, mlr3, mlr3learners, modeldata, parsnip, pingr, ranger, recipes, rmarkdown, rpart, rsconnect, testthat (≥ 3.0.0), workflows, xgboost |
Published: | 2022-04-28 |
Author: | Julia Silge |
Maintainer: | Julia Silge <julia.silge at rstudio.com> |
BugReports: | https://github.com/tidymodels/vetiver-r/issues |
License: | MIT + file LICENSE |
URL: | https://vetiver.tidymodels.org/, https://github.com/tidymodels/vetiver-r |
NeedsCompilation: | no |
Materials: | README NEWS |
In views: | ModelDeployment |
CRAN checks: | vetiver results |
Reference manual: | vetiver.pdf |
Vignettes: |
Model Cards for transparent, responsible reporting vetiver |
Package source: | vetiver_0.1.4.tar.gz |
Windows binaries: | r-devel: vetiver_0.1.4.zip, r-release: vetiver_0.1.4.zip, r-oldrel: vetiver_0.1.4.zip |
macOS binaries: | r-release (arm64): vetiver_0.1.4.tgz, r-oldrel (arm64): vetiver_0.1.4.tgz, r-release (x86_64): vetiver_0.1.4.tgz, r-oldrel (x86_64): vetiver_0.1.4.tgz |
Old sources: | vetiver archive |
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