r-ci-samples/pkgdown/dalex_pkgdown.yml at master · MichaelChirico/r-ci-samples · GitHub

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template:
  package: DrWhyTemplate
  default_assets: false
  params:
    ganalytics: UA-5650686-14
    noindex: true

reference:
  - title: Explainers
    desc: Functions that generate model adapters
    contents:
    - explain
    - print.explainer
  - title: Instance Level Explanations
    desc: Functions that generate and plot instance/local/predict level explanations
    contents:
    - predict.explainer
    - predict_parts
    - predict_profile
    - predict_diagnostics
  - title: Dataset Level Explanations
    desc: Functions that generate and plot dataset/global/model level explanations
    contents:
    - model_performance
    - model_parts
    - model_profile
    - model_diagnostics
  - title: Print and Plot functions for Explanations
    desc: Generic print and plot functions for selected explanations
    contents:
    - print.predict_diagnostics
    - plot.predict_diagnostics
    - plot.predict_parts
    - plot.predict_profile
    - print.model_performance
    - plot.model_performance
    - plot.model_parts
    - plot.shap_aggregated
    - print.model_profile
    - plot.model_profile
    - print.model_diagnostics
    - plot.model_diagnostics
    - print.description
    - print.model_info
  - title: Model performance measures
    desc: Model performance measures for packages from the DrWhy.AI universe
    contents:
    - loss_cross_entropy
    - loss_one_minus_auc
    - loss_accuracy
    - loss_root_mean_square
    - loss_sum_of_squares
    - loss_yardstick
  - title: Supplementary functions
    desc: Shared functions for packages from the DrWhy.AI universe
    contents:
    - update_label
    - update_data
    - yhat
    - model_info
    - plot.list
    - install_dependencies
    - colors_discrete_drwhy
    - colors_diverging_drwhy
    - colors_breakdown_drwhy
    - set_theme_dalex
    - theme_drwhy
    - theme_drwhy_vertical
    - theme_ema
    - theme_ema_vertical
    - shap_aggregated
    - variable_effect
  - title: Datasets
    desc: Datasets used in Examples and Vignettes
    contents:
    - apartments
    - covid
    - dragons
    - fifa
    - happiness
    - HR
    - titanic
    - titanic_imputed