apartments | Apartments Data |
apartmentsTest | Apartments Data |
apartments_test | Apartments Data |
dragons | Dragon Data |
dragons_test | Dragon Data |
explain | Create Model Explainer |
explain.default | Create Model Explainer |
HR | Human Resources Data |
HRTest | Human Resources Data |
HR_test | Human Resources Data |
install_dependencies | Install all dependencies for the DALEX package |
loss_accuracy | Preimplemented Loss Functions |
loss_cross_entropy | Preimplemented Loss Functions |
loss_root_mean_square | Preimplemented Loss Functions |
loss_sum_of_squares | Preimplemented Loss Functions |
model_feature_response | Marginal Response for a Single Variable |
model_feature_response.default | Marginal Response for a Single Variable |
model_feature_response.explainer | Marginal Response for a Single Variable |
model_performance | Model Performance Plots |
plot.model_feature_response_explainer | Plots Marginal Model Explanations (Single Variable Responses) |
plot.model_performance_explainer | Model Performance Plots |
plot.prediction_breakdown_explainer | Plots Local Explanations (Single Prediction) |
plot.variable_importance_explainer | Plots Global Model Explanations (Variable Importance) |
plot.variable_response_explainer | Plots Marginal Model Explanations (Single Variable Responses) |
predict.explainer | Wrapper over the predict function |
prediction_breakdown | Explanations for a Single Prediction |
print.explainer | Prints Explainer Summary |
print.model_performance_explainer | Model Performance Summary |
single_prediction | Explanations for a Single Prediction |
single_variable | Marginal Response for a Single Variable |
theme_drwhy | DrWhy Theme for ggplot objects |
theme_drwhy_colors | DrWhy Theme for ggplot objects |
theme_drwhy_colors_break_down | DrWhy Theme for ggplot objects |
theme_drwhy_vertical | DrWhy Theme for ggplot objects |
theme_mi2 | MI^2 Theme |
titanic | Passengers and Crew on the RMS Titanic |
variable_dropout | Loss from Variable Dropout |
variable_importance | Loss from Variable Dropout |
variable_response | Marginal Response for a Single Variable |
yhat | Wrapper over the predict function |
yhat.default | Wrapper over the predict function |
yhat.glm | Wrapper over the predict function |
yhat.lm | Wrapper over the predict function |
yhat.randomForest | Wrapper over the predict function |
yhat.ranger | Wrapper over the predict function |
yhat.svm | Wrapper over the predict function |