_pkgdown.yml

template:
  package: DrWhyTemplate
  default_assets: false

reference:
  - title: Explainers
    desc: Additional explainers for specific packages and frameworks
    contents:
    - explain_scikitlearn
    - explain_h2o
    - explain_keras
    - explain_mlr
    - explain_mlr3
    - explain_xgboost
    - explain_tidymodels
  - title: Yhats
    desc: Specific versions of the generic yhat function
    contents:
    - yhat.scikitlearn_model
    - yhat.WrappedModel
    - yhat.H2ORegressionModel
    - yhat.H2OBinomialModel
    - yhat.H2OMultinomialModel
    - yhat.keras
    - yhat.LearnerRegr
    - yhat.LearnerClassif
    - yhat.GraphLearner
    - yhat.xgb.Booster
    - yhat.workflow
    - yhat.model_stack
  - title: Model info
    desc: Specific versions of the generic model_info function
    contents:
    - model_info.scikitlearn_model
    - model_info.WrappedModel
    - model_info.H2ORegressionModel
    - model_info.H2OBinomialModel
    - model_info.keras
    - model_info.LearnerRegr
    - model_info.LearnerClassif
    - model_info.GraphLearner
    - model_info.xgb.Booster
    - model_info.workflow
    - model_info.model_stack
  - title: Champion Challenger
    desc: Functions used for the Champion Challenger analysis
    contents:
    - champion_challenger
    - funnel_measure
    - print.funnel_measure
    - plot.funnel_measure
    - overall_comparison
    - print.overall_comparison
    - plot.overall_comparison
    - training_test_comparison
    - print.training_test_comparison
    - plot.training_test_comparison
  - title: Predict surrogate (LIME)
    desc: Additional functions for the LIME method https://ema.drwhy.ai/LIME.html
    contents:
    - predict_surrogate
    - plot.predict_surrogate
    - print.predict_surrogate
  - title: Misc
    contents:
    - dalex_load_explainer
    - print.scikitlearn_set
    - create_env