| adult | Adult Dataset | 
| adult_test | Adult Dataset | 
| adult_train | Adult Dataset | 
| compare_metrics | Compare different metrics | 
| Compas | COMPAS Dataset | 
| compas | COMPAS Dataset | 
| compute_metrics | Compute metrics for non-mlr3 predictions. | 
| fairness_accuracy_tradeoff | Plot Fairness Accuracy Trade-offs | 
| fairness_prediction_density | Probability Density Plot | 
| fairness_tensor | Compute the Fairness Tensor given a Prediction and a Task | 
| fairness_tensor.data.table | Compute the Fairness Tensor given a Prediction and a Task | 
| fairness_tensor.PredictionClassif | Compute the Fairness Tensor given a Prediction and a Task | 
| fairness_tensor.ResampleResult | Compute the Fairness Tensor given a Prediction and a Task | 
| groupdiff_absdiff | Groupwise Operations | 
| groupdiff_diff | Groupwise Operations | 
| groupdiff_tau | Groupwise Operations | 
| groupwise_metrics | Evaluate a metric on each protected subgroup in a task. | 
| MeasureFairness | Base Measure for Fairness | 
| MeasureFairnessComposite | Composite Fairness Measure | 
| MeasureFairnessConstraint | Fairness Constraint Measure | 
| MeasurePositiveProbability | Positive Probability Measure | 
| MeasureSubgroup | Evaluate a metric on a subgroup | 
| mlr_learners_fairness | Fair Learners in mlr3 | 
| mlr_measures_fairness | Fairness Measures in mlr3 | 
| mlr_measures_positive_probability | Positive Probability Measure | 
| mlr_pipeops_equalized_odds | Equalized Odds Debiasing | 
| mlr_pipeops_explicit_pta | PipeOpExplicitPta | 
| mlr_pipeops_reweighing | Reweighing to balance disparate impact metric | 
| PipeOpEOd | Equalized Odds Debiasing | 
| PipeOpExplicitPta | PipeOpExplicitPta | 
| PipeOpReweighingOversampling | Reweighing to balance disparate impact metric | 
| PipeOpReweighingWeights | Reweighing to balance disparate impact metric | 
| report_datasheet | Create a Datasheet for Documenting a Dataset | 
| report_fairness | Create a Fairness Report | 
| report_modelcard | Create a Modelcard | 
| task_summary | Task summary for fairness report |