apartments | Apartments Data |
colors_drwhy | DrWhy color palettes for ggplot objects |
covid | Data for early COVID mortality |
dragons | Dragon Data |
explain | Create Model Explainer |
fifa | FIFA 20 preprocessed data |
get_loss_yardstick | Wrapper for Loss Functions from the yardstick Package |
happiness | World Happiness Report data |
HR | Human Resources Data |
install_dependencies | Install all dependencies for the DALEX package |
loss_functions | Calculate Loss Functions |
model_diagnostics | Dataset Level Model Diagnostics |
model_info | Exract info from model |
model_parts | Dataset Level Variable Importance as Change in Loss Function... |
model_performance | Dataset Level Model Performance Measures |
model_profile | Dataset Level Variable Profile as Partial Dependence or... |
plot.list | Plot List of Explanations |
plot.model_diagnostics | Plot Dataset Level Model Diagnostics |
plot.model_parts | Plot Variable Importance Explanations |
plot.model_performance | Plot Dataset Level Model Performance Explanations |
plot.model_profile | Plot Dataset Level Model Profile Explanations |
plot.predict_diagnostics | Plot Instance Level Residual Diagnostics |
plot.predict_parts | Plot Variable Attribution Explanations |
plot.predict_profile | Plot Variable Profile Explanations |
plot.shap_aggregated | Plot Generic for Break Down Objects |
predict | Predictions for the Explainer |
predict_diagnostics | Instance Level Residual Diagnostics |
predict_parts | Instance Level Parts of the Model Predictions |
predict_profile | Instance Level Profile as Ceteris Paribus |
print.description | Print Natural Language Descriptions |
print.explainer | Print Explainer Summary |
print.model_diagnostics | Print Dataset Level Model Diagnostics |
print.model_info | Print model_info |
print.model_performance | Print Dataset Level Model Performance Summary |
print.model_profile | Print Dataset Level Model Profile |
print.predict_diagnostics | Print Instance Level Residual Diagnostics |
shap_aggregated | SHAP aggregated values |
theme_dalex | Default Theme for DALEX plots |
theme_drwhy | DrWhy Theme for ggplot objects |
titanic | Passengers and Crew on the RMS Titanic Data |
update_data | Update data of an explainer object |
update_label | Update label of explainer object |
variable_effect | Dataset Level Variable Effect as Partial Dependency Profile... |
yhat | Wrap Various Predict Functions |
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