_pkgdown.yml

url: https://recipes.tidymodels.org

navbar:
  components:
    home: ~

template:
  package: tidytemplate
  bootstrap: 5
  bslib:
    primary: "#CA225E"

  includes:
      in_header: |
        <script defer data-domain="recipes.tidymodels.org,all.tidymodels.org" src="https://plausible.io/js/plausible.js"></script>

development:
  mode: auto

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
    - 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_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
  - 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/