Files in mlr3fairness

Fairness Auditing and Debiasing for 'mlr3'

NEWS.md README.md R/mlr_measures_fairness.R R/adult.R R/reports.R R/measure_operations.R R/MeasureSubgroup.R R/bibentries.R R/learner_fairml_regr_fairzlm.R R/MeasureFairnessComposite.R R/compare_metrics.R R/fairness_accuracy_tradeoff.R R/PipeOpExplicitPta.R R/learner_fairml_classif_fairfgrrm.R R/compute_metrics.R R/MeasureFairnessConstraint.R R/MeasureFairness.R R/MeasurePositiveProbability.R R/compas.R R/learner_fairml_regr_fairnclm.R R/mlr_learners_fairness.R R/learner_fairml_classif_fairzlrm.R R/fairness_tensor.R R/zzz.R R/assertions.R R/fairness_prediction_density.R R/learner_fairml_regr_fairfrrm.R R/aaa.R R/helpers.R R/PipeOpReweighing.R R/PipeOpEOd.R inst/doc/debiasing-vignette.Rmd inst/doc/measures-vignette.Rmd inst/doc/measures-vignette.R inst/doc/visualization-vignette.R inst/doc/debiasing-vignette.R inst/doc/reports-vignette.R inst/doc/visualization-vignette.Rmd inst/doc/reports-vignette.Rmd inst/rmarkdown/templates/datasheets/skeleton/skeleton.Rmd inst/rmarkdown/templates/modelcards/skeleton/skeleton.Rmd inst/rmarkdown/templates/fairness_report/skeleton/skeleton.Rmd tests/testthat.R tests/testthat/test_visualizations.R tests/testthat/test_use_modelcard_datasheet.R tests/testthat/test_pipeop_eod.R tests/testthat/test_measures_operations.R tests/testthat/test_report_modelcard_datasheet.R tests/testthat/helper_learner_tests.R tests/testthat/test_write_files.R tests/testthat/test_pipeop_explicit_pta.R tests/testthat/test_datasets.R tests/testthat/test_learners_fairml.R tests/testthat/test_measures.R tests/testthat/helper_data.R tests/testthat/test_fairness_tensor.R tests/testthat/test_pipeop_reweighing.R tests/testthat/test_learners_fairml_ptas.R tests/testthat/helper_test.R tests/testthat/test_measure_subgroup.R vignettes/debiasing-vignette.Rmd vignettes/measures-vignette.Rmd vignettes/visualization-vignette.Rmd vignettes/reports-vignette.Rmd man/task_summary.Rd man/mlr_measures_fairness.Rd man/mlr_learners_classif.fairzlrm.Rd man/groupdiff_tau.Rd man/MeasureFairnessConstraint.Rd man/mlr_learners_regr.fairfrrm.Rd man/mlr_pipeops_equalized_odds.Rd man/report_datasheet.Rd man/fairness_accuracy_tradeoff.Rd man/mlr_learners_regr.fairzlm.Rd man/compute_metrics.Rd man/compas.Rd man/mlr_learners_classif.fairfgrrm.Rd man/mlr_learners_regr.fairnclm.Rd man/mlr3fairness-package.Rd man/MeasureSubgroup.Rd man/mlr_pipeops_explicit_pta.Rd man/mlr_pipeops_reweighing.Rd man/MeasureFairnessComposite.Rd man/fairness_compare_metrics.Rd man/MeasureFairness.Rd man/report_fairness.Rd man/adult.Rd man/groupwise_metrics.Rd man/mlr_measures_positive_probability.Rd man/report_modelcard.Rd man/fairness_tensor.Rd man/mlr_learners_fairness.Rd man/fairness_prediction_density.Rd