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: | 0.1.4 |
| 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  [cre,
aut],
RStudio [cph, fnd] |
| 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 |
Documentation:
| Reference manual: | vetiver.pdf |
| Vignettes: |
Model Cards for transparent, responsible reporting vetiver |
Downloads:
| 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 |
Linking:
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