Preprocessing Tools to Create Design Matrices

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.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("recipes")

0.1.1 by Max Kuhn, 3 days ago


https://github.com/topepo/recipes


Report a bug at https://github.com/topepo/recipes/issues


Browse source code at https://github.com/cran/recipes


Authors: Max Kuhn [aut, cre], Hadley Wickham [aut], RStudio [cph]


Documentation:   PDF Manual  


GPL-2 license


Imports tibble, stats, ipred, dimRed, lubridate, timeDate, ddalpha, purrr, rlang, gower, RcppRoll, tidyselect, magrittr, Matrix

Depends on dplyr, broom

Suggests testthat, rpart, kernlab, fastICA, RANN, igraph, knitr, caret, ggplot2, rmarkdown, covr


Imported by caret, rsample.


See at CRAN