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_pkgdown.yml
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url: https://recipes.tidymodels.org
template:
package: tidytemplate
params:
theme: tidymodels
part_of: <a href="https://tidymodels.org">tidymodels</a>
footer: recipes is a part of the <strong>tidymodels</strong> ecosystem, a collection of modeling packages designed with common APIs and a shared philosophy.
development:
mode: auto
home:
strip_header: true
figures:
fig.width: 8
fig.height: 5.75
reference:
- title: Basic Functions
contents:
- recipes
- recipe
- formula.recipe
- print.recipe
- summary.recipe
- prep
- bake
- juice
- selections
- has_role
- add_role
- title: Step Functions - Imputation
contents:
- starts_with("step_impute_")
- step_unknown
- title: Step Functions - Individual Transformations
contents:
- step_BoxCox
- step_bs
- step_harmonic
- step_hyperbolic
- step_inverse
- step_invlogit
- step_log
- step_logit
- step_mutate
- step_ns
- step_poly
- step_relu
- step_sqrt
- step_YeoJohnson
- title: Step Functions - Discretization
contents:
- step_discretize
- discretize
- step_cut
- title: Step Functions - Dummy Variables and Encodings
contents:
- step_bin2factor
- step_count
- step_date
- step_dummy
- step_dummy_multi_choice
- step_factor2string
- step_holiday
- step_indicate_na
- step_integer
- step_novel
- step_num2factor
- step_ordinalscore
- step_other
- step_regex
- step_relevel
- step_string2factor
- step_unknown
- step_unorder
- title: Step Functions - Interactions
contents:
- step_interact
- title: Step Functions - Normalization
contents:
- step_center
- step_normalize
- step_range
- step_scale
- title: Step Functions - Multivariate Transformations
contents:
- step_classdist
- step_depth
- step_geodist
- step_ica
- step_isomap
- step_kpca
- step_kpca_poly
- step_kpca_rbf
- step_mutate_at
- step_nnmf
- step_nnmf_sparse
- step_pca
- step_pls
- step_ratio
- step_spatialsign
- title: Step Functions - Filters
contents:
- step_corr
- step_filter_missing
- step_lincomb
- step_nzv
- step_rm
- step_select
- step_zv
- title: Step Functions - Row Operations
contents:
- step_arrange
- step_filter
- step_lag
- step_naomit
- step_impute_roll
- step_sample
- step_shuffle
- step_slice
- title: Step Functions - Others
contents:
- step_intercept
- step_profile
- step_rename
- step_rename_at
- step_window
- title: Check Functions
contents:
- matches("^check_")
- title: Internal Step Handling
contents:
- add_step
- detect_step
- fully_trained
- names0
- prepper
- recipes_eval_select
- update.step
- title: Tidy Methods
contents:
- tidy.recipe
navbar:
left:
- text: "Simple Example"
href: articles/Simple_Example.html
- text: "Articles"
menu:
- text: "Selecting Variables"
href: articles/Selecting_Variables.html
- text: "Custom Steps"
href: https://www.tidymodels.org/learn/develop/recipes/
- text: "The Order of Steps"
href: articles/Ordering.html
- text: "Dummy Variables and Interactions"
href: articles/Dummies.html
- text: "Column Roles"
href: articles/Roles.html
- text: "On Skipping Steps"
href: articles/Skipping.html
- text: "Subsampling for Class Imbalances"
href: https://www.tidymodels.org/learn/models/sub-sampling/
- text: "Multivariate Analysis using Partial Least Squares"
href: https://www.tidymodels.org/learn/models/pls/
- text: Reference
href: reference/index.html
- text: News
href: news/index.html