mlr-org/mlr3fairness

Issues

• fairness_accuracy_tradeoff: Passing a metric does not seem to have the desired effect.

  #72 opened a year ago by pfistfl
  0

• Better groupwise scoring

  #71 opened 2 years ago by pfistfl
  0

• clean up when unloading

  #69 opened 2 years ago by sebffischer
  0

• Comprehensive fairness report

  #61 opened 2 years ago by pfistfl
  1

• fairness.cv ranges

  #64 opened 2 years ago by pfistfl
  1

• Conditional Demographic Parity

  #66 opened 2 years ago by pfistfl
  0

• individual fairness

  #62 opened 3 years ago by pfistfl
  1

• Data Fairness

  #60 opened 3 years ago by pfistfl
  0

• Aequitas Fairness Report

  #53 opened 3 years ago by pfistfl
  5

• Identify changes due to debiasing.

  #59 opened 3 years ago by pfistfl
  0

• fairml package

  #51 opened 3 years ago by pfistfl
  1

• Interpretability in Fairness Report

  #50 opened 3 years ago by pfistfl
  0

• Dict constructor does not pass on args correctly.

  #54 opened 3 years ago by pfistfl
  1

• Fairness Reports

  #47 opened 3 years ago by pfistfl
  0

• Roxygenize Citations

  #46 opened 3 years ago by pfistfl
  0

• Fix the test errors

  #44 opened 3 years ago by superp0tat0
  2

• compas dataset

  #42 opened 3 years ago by pfistfl
  2

• adult dataset

  #41 opened 3 years ago by pfistfl
  1

• MeasureFairness Update: Extend the MeasureFairness so it could measure multiple levels in pta

  #31 opened 3 years ago by superp0tat0
  0

• merge adult_train and adult_test to adult

  #37 opened 3 years ago by superp0tat0
  1

• Later: Fairness Metrics regarding calibration.

  #30 opened 3 years ago by pfistfl
  0

• ToDo's: Visualization

  #26 opened 3 years ago by pfistfl
  1

• Improve the density visualization so it could take benchmark and resampling results as input

  #40 opened 3 years ago by superp0tat0
  1

• Create Debiasing Methods RFCs at attic holder

  #11 opened 3 years ago by superp0tat0
  2

• Create Visualization RFCs at attic folder

  #10 opened 3 years ago by superp0tat0
  2

• Improve visualization tests by checking the xlab and ylab names

  #35 opened 3 years ago by superp0tat0
  0

• Fix / Improve vignettes titles

  #32 opened 3 years ago by pfistfl
  1

• Resolve Warnings in Measures Vignette

  #33 opened 3 years ago by pfistfl
  0

• Add an overview for the package to the `README`

  #39 opened 3 years ago by pfistfl
  1

• Collect list of debiasing methods in the wiki

  #8 opened 3 years ago by pfistfl
  1

• New entries for wiki

  #27 opened 3 years ago by pfistfl
  0

• ToDo's: Measures

  #25 opened 3 years ago by pfistfl
  1

• Implement reweighing algorithm

  #12 opened 3 years ago by superp0tat0
  1

• facts

  #15 opened 3 years ago by pfistfl
  2

• Measure

  #16 opened 3 years ago by pfistfl
  4

• Write metrics and create mini poc for measuring bias

  #4 opened 3 years ago by pfistfl
  1

• Additional fairness package

  #13 opened 3 years ago by pfistfl
  2

• update wiki

  #19 opened 3 years ago by pfistfl
  1

• Create Metrics RFCs on attic folder

  #9 opened 3 years ago by superp0tat0
  1

• Refactor issues

  #6 opened 3 years ago by pfistfl
  1

• Extend the WIKI wrt. all listed fairness toolkis

  #7 opened 3 years ago by pfistfl
  1

• Add toy datasets

  #2 opened 3 years ago by pfistfl
  3

• RFC's

  #1 opened 3 years ago by pfistfl
  3

• fairness toolkits

  #3 opened 3 years ago by pfistfl
  0