An extensible framework to create and preprocess design matrices. Recipes consist of one or more data manipulation and analysis "steps". Statistical parameters for the steps can be estimated from an initial data set and then applied to other data sets. The resulting design matrices can then be used as inputs into statistical or machine learning models.
| Version: | 0.1.13 |
| Depends: | R (≥ 3.1), dplyr |
| Imports: | generics, glue, gower, ipred, lifecycle, lubridate, magrittr, Matrix, purrr (≥ 0.2.3), rlang (≥ 0.4.0), stats, tibble, tidyr (≥ 1.0.0), tidyselect (≥ 0.2.5), timeDate, utils, withr |
| Suggests: | covr, ddalpha, dimRed (≥ 0.2.2), fastICA, ggplot2, igraph, kernlab, knitr, modeldata, RANN, RcppRoll, rmarkdown, rpart, rsample, RSpectra, testthat (≥ 2.1.0), xml2 |
| Published: | 2020-06-23 |
| Author: | Max Kuhn [aut, cre], Hadley Wickham [aut], RStudio [cph] |
| Maintainer: | Max Kuhn <max at rstudio.com> |
| BugReports: | https://github.com/tidymodels/recipes/issues |
| License: | GPL-2 |
| URL: | https://github.com/tidymodels/recipes, https://recipes.tidymodels.org |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | recipes results |
| Reference manual: | recipes.pdf |
| Vignettes: |
Custom Steps Dummy Variables and Interactions Ordering of Steps Roles in Recipes Selecting Variables Basic Recipes On Skipping Steps |
| Package source: | recipes_0.1.13.tar.gz |
| Windows binaries: | r-devel: recipes_0.1.13.zip, r-release: recipes_0.1.13.zip, r-oldrel: recipes_0.1.13.zip |
| macOS binaries: | r-release: recipes_0.1.13.tgz, r-oldrel: recipes_0.1.13.tgz |
| Old sources: | recipes archive |
| Reverse depends: | embed, shinyrecipes, textrecipes, themis |
| Reverse imports: | bestNormalize, caret, correlationfunnel, customsteps, cvms, easyalluvial, healthcareai, MachineShop, tidymodels, timetk, tune |
| Reverse suggests: | applicable, baguette, butcher, hardhat, modelgrid, modeltime, palmerpenguins, rsample, tfhub, workflows |
Please use the canonical form https://CRAN.R-project.org/package=recipes to link to this page.