modeling-usethis: Create a modeling package

In tidymodels/hardhat: Construct Modeling Packages

Create a modeling package

Description

create_modeling_package() will:

• Call usethis::create_package() to set up a new R package.

• Call use_modeling_deps().

• Call use_modeling_files().

use_modeling_deps() will:

• Add hardhat, rlang, and stats to Imports

• Add recipes to Suggests

• If roxygen2 is available, use roxygen markdown

use_modeling_files() will:

• Add a package documentation file

• Generate and populate 3 files in ⁠R/⁠:

  • {{model}}-constructor.R

  • {{model}}-fit.R

  • {{model}}-predict.R

Usage

create_modeling_package(path, model, fields = NULL, open = interactive())

use_modeling_deps()

use_modeling_files(model)

Arguments

path	A path. If it exists, it is used. If it does not exist, it is created, provided that the parent path exists.
model	A string. The name of the high level modeling function that users will call. For example, "linear_regression". This will be used to populate the skeleton. Spaces are not allowed.
fields	A named list of fields to add to DESCRIPTION, potentially overriding default values. See usethis::use_description() for how you can set personalized defaults using package options.
open	If TRUE, activates the new project: If RStudio desktop, the package is opened in a new session. If on RStudio server, the current RStudio project is activated. Otherwise, the working directory and active project is changed.

Value

create_modeling_package() returns the project path invisibly.

use_modeling_deps() returns invisibly.

use_modeling_files() return model invisibly.

tidymodels/hardhat documentation built on Dec. 14, 2024, 11:11 a.m.