├── .Rbuildignore ├── .gitattributes ├── .github ├── .gitignore ├── CONTRIBUTING.md ├── FUNDING.yml └── workflows │ ├── Python-check.yaml │ ├── R-CMD-check.yaml │ ├── external-tests.yaml │ ├── pkgdown.yaml │ ├── pr-commands.yaml │ └── test-coverage.yaml ├── .gitignore ├── DALEX.Rproj ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── NEWS.md ├── R ├── data_HR.R ├── data_apartments.R ├── data_covid.R ├── data_dragons.R ├── data_fifa.R ├── data_happiness.R ├── data_titanic.R ├── explain.R ├── misc.R ├── misc_install_dependencies.R ├── misc_loss_functions.R ├── misc_set_theme_dalex.R ├── misc_theme_drwhy.R ├── misc_update.R ├── misc_yhat.R ├── model_diagnostics.R ├── model_info.R ├── model_parts.R ├── model_performance.R ├── model_profile.R ├── model_variable_effect.R ├── plot_list.R ├── plot_model_diagnostics.R ├── plot_model_parts.R ├── plot_model_performance.R ├── plot_model_profile.R ├── plot_predict_diagnostics.R ├── plot_predict_parts.R ├── plot_predict_profile.R ├── plot_shap_aggregated.R ├── predict.R ├── predict_diagnostics.R ├── predict_parts.R ├── predict_profile.R ├── print_description.R ├── print_explainer.R ├── print_model_diagnostics.R ├── print_model_performance.R ├── print_model_profile.R ├── print_predict_diagnostics.R ├── shap_aggregated.R ├── shap_utils.R └── zzz.R ├── README.md ├── codecov.yml ├── data ├── HR.rda ├── HRTest.rda ├── HR_test.rda ├── apartments.rda ├── apartmentsTest.rda ├── apartments_test.rda ├── covid_spring.rda ├── covid_summer.rda ├── dragons.rda ├── dragons_test.rda ├── fifa.rda ├── happiness_test.rda ├── happiness_train.rda ├── titanic.rda └── titanic_imputed.rda ├── inst └── CITATION ├── man ├── HR.Rd ├── apartments.Rd ├── colors_drwhy.Rd ├── covid.Rd ├── dragons.Rd ├── explain.Rd ├── fifa.Rd ├── figures │ └── logo.png ├── get_loss_yardstick.Rd ├── happiness.Rd ├── install_dependencies.Rd ├── loss_functions.Rd ├── model_diagnostics.Rd ├── model_info.Rd ├── model_parts.Rd ├── model_performance.Rd ├── model_profile.Rd ├── plot.list.Rd ├── plot.model_diagnostics.Rd ├── plot.model_parts.Rd ├── plot.model_performance.Rd ├── plot.model_profile.Rd ├── plot.predict_diagnostics.Rd ├── plot.predict_parts.Rd ├── plot.predict_profile.Rd ├── plot.shap_aggregated.Rd ├── predict.Rd ├── predict_diagnostics.Rd ├── predict_parts.Rd ├── predict_profile.Rd ├── print.description.Rd ├── print.explainer.Rd ├── print.model_diagnostics.Rd ├── print.model_info.Rd ├── print.model_performance.Rd ├── print.model_profile.Rd ├── print.predict_diagnostics.Rd ├── shap_aggregated.Rd ├── theme_dalex.Rd ├── theme_drwhy.Rd ├── titanic.Rd ├── update_data.Rd ├── update_label.Rd ├── variable_effect.Rd └── yhat.Rd ├── misc ├── DALEX_local.png ├── DALEXpiramide.png └── cheatsheet_local_explainers.png ├── pkgdown ├── _pkgdown.yml └── favicon │ ├── apple-touch-icon-120x120.png │ ├── apple-touch-icon-152x152.png │ ├── apple-touch-icon-180x180.png │ ├── apple-touch-icon-60x60.png │ ├── apple-touch-icon-76x76.png │ ├── apple-touch-icon.png │ ├── favicon-16x16.png │ ├── favicon-32x32.png │ └── favicon.ico ├── python └── dalex │ ├── LICENSE │ ├── MANIFEST.in │ ├── NEWS.md │ ├── README.md │ ├── dalex │ ├── __init__.py │ ├── _explainer │ │ ├── __init__.py │ │ ├── checks.py │ │ ├── helper.py │ │ ├── object.py │ │ ├── utils.py │ │ └── yhat.py │ ├── _explanation.py │ ├── _global_checks.py │ ├── _global_utils.py │ ├── _theme.py │ ├── arena │ │ ├── __init__.py │ │ ├── _option_base.py │ │ ├── _plot_container.py │ │ ├── _plots_manager.py │ │ ├── _resource.py │ │ ├── _resource_manager.py │ │ ├── object.py │ │ ├── params.py │ │ ├── plots │ │ │ ├── __init__.py │ │ │ ├── _accumulated_dependence_container.py │ │ │ ├── _break_down_container.py │ │ │ ├── _ceteris_paribus_container.py │ │ │ ├── _fairness_check_container.py │ │ │ ├── _feature_importance_container.py │ │ │ ├── _metrics_container.py │ │ │ ├── _partial_dependence_container.py │ │ │ ├── _roc_container.py │ │ │ ├── _shapley_values_container.py │ │ │ ├── _shapley_values_dependence_container.py │ │ │ ├── _shapley_values_variable_importance_container.py │ │ │ ├── _variable_against_another_container.py │ │ │ └── _variable_distribution_container.py │ │ ├── resources │ │ │ ├── __init__.py │ │ │ ├── _dataset_shapley_values_resource.py │ │ │ └── _shapley_values_resource.py │ │ ├── server.py │ │ └── static.py │ ├── aspect │ │ ├── __init__.py │ │ ├── _model_aspect_importance │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ └── plot.py │ │ ├── _model_triplot │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ ├── _predict_aspect_importance │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ ├── _predict_triplot │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ ├── checks.py │ │ ├── object.py │ │ ├── plot.py │ │ └── utils.py │ ├── datasets │ │ ├── __init__.py │ │ ├── _load.py │ │ └── data │ │ │ ├── LICENSE-DATA.txt │ │ │ ├── apartments.csv │ │ │ ├── apartments_test.csv │ │ │ ├── dragons.csv │ │ │ ├── dragons_test.csv │ │ │ ├── fifa.csv │ │ │ ├── german.csv │ │ │ ├── hr.csv │ │ │ ├── hr_test.csv │ │ │ └── titanic.csv │ ├── documentation.md │ ├── fairness │ │ ├── __init__.py │ │ ├── _basics │ │ │ ├── __init__.py │ │ │ ├── _base_objects.py │ │ │ ├── checks.py │ │ │ └── exceptions.py │ │ └── _group_fairness │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── mitigation.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ ├── model_explanations │ │ ├── __init__.py │ │ ├── _aggregated_profiles │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ └── utils.py │ │ ├── _model_performance │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ ├── _residual_diagnostics │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ └── object.py │ │ └── _variable_importance │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── loss_functions.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ ├── predict_explanations │ │ ├── __init__.py │ │ ├── _break_down │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ ├── _ceteris_paribus │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ │ └── _shap │ │ │ ├── __init__.py │ │ │ ├── checks.py │ │ │ ├── object.py │ │ │ ├── plot.py │ │ │ └── utils.py │ └── wrappers │ │ ├── __init__.py │ │ └── _shap │ │ ├── __init__.py │ │ ├── checks.py │ │ └── object.py │ ├── setup.cfg │ ├── setup.py │ └── test │ ├── test_aggregated_profiles.py │ ├── test_arena_classification.py │ ├── test_aspect.py │ ├── test_ceteris_paribus.py │ ├── test_datasets.py │ ├── test_explainer.py │ ├── test_fairness.py │ ├── test_global.py │ ├── test_model_diagnostics.py │ ├── test_model_performance.py │ ├── test_model_surrogate.py │ ├── test_predict.py │ ├── test_predict_parts.py │ ├── test_predict_surrogate.py │ ├── test_shap_wrapper.py │ └── test_variable_importance.py ├── tests ├── external_tests │ └── external_test_yhat_model_info.R ├── objects_for_tests │ ├── caret_classif.RData │ ├── caret_regr.RData │ ├── caret_regr_lm.RData │ ├── model_classif_cvglm_bin.RData │ ├── model_classif_gbm.RData │ ├── model_classif_glm_bin.RData │ ├── model_classif_glm_multi.RData │ ├── model_classif_rf.RData │ ├── model_classif_rpart.RData │ ├── model_classif_svm.RData │ ├── model_regr_cvglm.RData │ ├── model_regr_gbm.RData │ ├── model_regr_glm.RData │ ├── model_regr_rf.RData │ ├── model_regr_rpart.RData │ ├── model_regr_svm.RData │ ├── parsnip_classif.RData │ └── parsnip_regr.RData ├── testthat.R └── testthat │ ├── helper-objects.R │ ├── test_explain.R │ ├── test_loss_functions.R │ ├── test_model_diagnostics.R │ ├── test_model_parts.R │ ├── test_model_performance.R │ ├── test_model_profile.R │ ├── test_predict_diagnostics.R │ ├── test_predict_parts.R │ ├── 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