Man pages for DALEX
moDel Agnostic Language for Exploration and eXplanation
| 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 |
