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