dssg/aequitas

Issues

• Repository access

  #208 opened 16 days ago by skvorekn
  0

• AttributeError: 'Series' object has no attribute 'iteritems' when plotting disparity with Aequitas

  #207 opened 2 months ago by Sparsh009
  1

• Help needed with Label Flipping method

  #204 opened 2 months ago by IoanaSil14
  1

• Add a readme or page on the existing metrics of fairness

  #201 opened 4 months ago by sgpjesus
  2

• Inconsistent column name for target variable

  #197 opened 5 months ago by IoanaSil14
  1

• Move included datasets to other place

  #184 opened 9 months ago by sgpjesus
  1

• Integration with some ML platforms (such as ML Flow or weights and biases)

  #200 opened 4 months ago by sgpjesus
  0

• deal with multiclass problems

  #116 opened 2 years ago by rayidghani
  1

• Add type checking at major parts of the code

  #199 opened 4 months ago by sgpjesus
  0

• Attribute Error ap.disparity

  #198 opened 4 months ago by camyaheltonthomas
  0

• [Error] get_disparity_predefined_group() raises AttributeError

  #86 opened 4 years ago by LiFaytheGoblin
  3

• Update Pass / Fail Labels

  #196 opened 5 months ago by firste
  0

• Install fails on python 3.12

  #183 opened 9 months ago by ejm714
  2

• Enhance summary visual to use more than color

  #194 opened 6 months ago by diehlbw
  0

• Enhance Robustness by Handling Missing Values and Group-wise Calculation of PPR

  #192 opened 7 months ago by lshpaner
  0

• Update GitHub pages

  #154 opened 10 months ago by sgpjesus
  1

• Sensitive attribute type check is erroneously expecting object type

  #182 opened 9 months ago by ejm714
  0

• ValueError: Replace has to be set to True when upsampling the population frac > 1

  #165 opened 9 months ago by valmik-patel
  1

• Unit and Integration Testing

  #155 opened 10 months ago by reluzita
  1

• Deal with multiclass problems

  #123 opened 9 months ago by pradeepdev-1995
  1

• xhtml2pdf broken in python 3.8 - AttributeError: module 'cgi' has no attribute 'escape'

  #107 opened 4 years ago by sipposip
  0

• [Feature] Expose the required cols in get_crosstabs signature

  #94 opened 9 months ago by saleiro
  1

• [Solved] meaning of get_crosstabs() param "score_thresholds", "score"

  #84 opened 9 months ago by LiFaytheGoblin
  4

• threshold within aequitas (using top k or score threshold)

  #117 opened 9 months ago by rayidghani
  1

• Better handling of experiment output folders

  #166 opened 9 months ago by valmik-patel
  0

• Error when running get_disparity_major_group with check_significance=True

  #122 opened 10 months ago by OLM144
  0

• Method in `Experiment` to plot the results

  #157 opened 10 months ago by sgpjesus
  0

• `Audit` class improvements

  #156 opened 10 months ago by sgpjesus
  0

• Different setups

  #108 opened 10 months ago by sgpjesus
  2

• Flexibility in sensitive attributes for default datasets

  #139 opened 10 months ago by sgpjesus
  0

• Add method: Fairness Through Unawareness

  #146 opened 10 months ago by reluzita
  0

• Add method: Fair Label Noise Correction

  #141 opened 10 months ago by sgpjesus
  0

• Add Method: Group Thresholding

  #142 opened 10 months ago by sgpjesus
  0

• Add Fair Label Noise Correction

  #140 opened 10 months ago by sgpjesus
  0

• [Bug] Pandas columns not converted to list in `get_crosstabs` method

  #120 opened a year ago by sgpjesus
  0

• Plotting is not prepared for metrics of 0.

  #124 opened 2 years ago by sgpjesus
  0

• running aequitas without label_value

  #115 opened 3 years ago by OliwiaDetmers
  0

• Issue regarding running my data set on compass file as a reference

  #112 opened 3 years ago by yajush1998
  1

• issue regarding uploading the data set and run it on compas notebook

  #114 opened 3 years ago by yajush1998
  0

• how to use web api on different data set

  #113 opened 3 years ago by yajush1998
  0

• Change the way to launch the web-app (or update the doc)

  #111 opened 3 years ago by Philippe-Neveux
  6

• Bug on min_metric disparities when there are no positive predictions

  #104 opened 4 years ago by AndreFCruz
  1

• [Feature] Add Group-Size adjusted False Positives and False Negatives columns to get_crosstabs method

  #95 opened 4 years ago by sgpjesus
  0

• Absolute vs. relative disparity and the implications for fairness results

  #90 opened 4 years ago by LiFaytheGoblin
  0

• Details on how significance is calculated?

  #87 opened 4 years ago by LiFaytheGoblin
  0

• Confusion of Statistical Parity and Impact Parity?

  #89 opened 4 years ago by LiFaytheGoblin
  0

• Question: Can we use the fairness tree for regression tasks?

  #85 opened 4 years ago by alexlaurence
  0

• Data formatting: Documentation-link not found

  #83 opened 4 years ago by JanaFe
  0

• [COMPAS Example] Switched variable names

  #81 opened 4 years ago by LiFaytheGoblin
  0

• [COMPAS Example] Inconsistency in "Visualizing default absolute group metrics across all population groups"

  #80 opened 4 years ago by LiFaytheGoblin
  0