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361 changes: 181 additions & 180 deletions _pkgdown.yml
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ url: https://recipes.tidymodels.org

navbar:
components:
home: ~
home:

template:
package: tidytemplate
Expand All @@ -11,8 +11,9 @@ template:
primary: "#CA225E"

includes:
in_header: |
<script defer data-domain="recipes.tidymodels.org,all.tidymodels.org" src="https://plausible.io/js/plausible.js"></script>
in_header: |
<script src="https://cdn.jsdelivr.net/gh/posit-dev/supported-by-posit/js/badge.min.js" data-max-height="43" data-light-bg="#666f76" data-light-fg="#f9f9f9"></script>
<script defer data-domain="recipes.tidymodels.org,all.tidymodels.org" src="https://plausible.io/js/plausible.js"></script>

development:
mode: auto
Expand All @@ -22,184 +23,184 @@ figures:
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
- update_role_requirements
- get_case_weights
- case_weights
- 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_poly_bernstein
- step_relu
- starts_with("step_spline_")
- 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_dummy
- step_dummy_extract
- step_dummy_multi_choice
- step_factor2string
- step_indicate_na
- step_integer
- step_novel
- step_num2factor
- step_ordinalscore
- step_other
- step_percentile
- step_regex
- step_relevel
- step_string2factor
- step_unknown
- step_unorder
- title: Step Functions - Date and Datetime
contents:
- step_date
- step_time
- step_holiday
- 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:
- starts_with("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: Developer Functions
contents:
- developer_functions
- add_step
- detect_step
- fully_trained
- .get_data_types
- names0
- prepper
- recipes_argument_select
- recipes_eval_select
- recipes_extension_check
- recipes_ptype
- recipes_ptype_validate
- recipes-role-indicator
- sparse_data
- update.step
- title: Tidy Methods
contents:
- tidy.recipe
- title: Basic Functions
contents:
- recipes
- recipe
- formula.recipe
- print.recipe
- summary.recipe
- prep
- bake
- juice
- selections
- has_role
- add_role
- update_role_requirements
- get_case_weights
- case_weights
- 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_poly_bernstein
- step_relu
- starts_with("step_spline_")
- 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_dummy
- step_dummy_extract
- step_dummy_multi_choice
- step_factor2string
- step_indicate_na
- step_integer
- step_novel
- step_num2factor
- step_ordinalscore
- step_other
- step_percentile
- step_regex
- step_relevel
- step_string2factor
- step_unknown
- step_unorder
- title: Step Functions - Date and Datetime
contents:
- step_date
- step_time
- step_holiday
- 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:
- starts_with("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: Developer Functions
contents:
- developer_functions
- add_step
- detect_step
- fully_trained
- .get_data_types
- names0
- prepper
- recipes_argument_select
- recipes_eval_select
- recipes_extension_check
- recipes_ptype
- recipes_ptype_validate
- recipes-role-indicator
- sparse_data
- update.step
- title: Tidy Methods
contents:
- tidy.recipe

articles:
- title: Get started
contents:
- recipes
- title: Learn more
navbar: ~
contents:
- Dummies
- Selecting_Variables
- Roles
- Skipping
- title: Practical advice
contents:
- Ordering
- title: Developer
contents:
- custom
- articles/internals
- articles/checklists
- title: Examples
contents:
- subsampling
- pls
- title: Get started
contents:
- recipes
- title: Learn more
navbar:
contents:
- Dummies
- Selecting_Variables
- Roles
- Skipping
- title: Practical advice
contents:
- Ordering
- title: Developer
contents:
- custom
- articles/internals
- articles/checklists
- title: Examples
contents:
- subsampling
- pls

external-articles:
- name: subsampling
title: Subsampling for Class Imbalances
description: Improve model performance in imbalanced data sets through undersampling or oversampling.
href: https://www.tidymodels.org/learn/models/sub-sampling/
- name: pls
title: Multivariate Analysis using Partial Least Squares
description: Build and fit a predictive model with more than one outcome.
href: https://www.tidymodels.org/learn/models/pls/
- name: custom
title: Custom Steps
description: Write a new recipe step for data preprocessing.
href: https://www.tidymodels.org/learn/develop/recipes/
- name: subsampling
title: Subsampling for Class Imbalances
description: Improve model performance in imbalanced data sets through undersampling or oversampling.
href: https://www.tidymodels.org/learn/models/sub-sampling/
- name: pls
title: Multivariate Analysis using Partial Least Squares
description: Build and fit a predictive model with more than one outcome.
href: https://www.tidymodels.org/learn/models/pls/
- name: custom
title: Custom Steps
description: Write a new recipe step for data preprocessing.
href: https://www.tidymodels.org/learn/develop/recipes/