Issues

• Explainers: Randomized Post-Processing, Fairness-Accuracy Pareto Frontiers and Choosing a Mitigation Strategy

  documentationhelp wanted
  yakew7/Fair-Code#1102 · Filter by author yakew7 opened on Oct 21, 2026

• Explainers: Causal Graphs for Fairness and Path-Specific Effects

  documentationhelp wanted
  yakew7/Fair-Code#1101 · Filter by author yakew7 opened on Oct 21, 2026

• Explainers: Monitoring Fairness in Production, Label Shift and Fairness, and Delayed Feedback

  documentationhelp wanted
  yakew7/Fair-Code#1100 · Filter by author yakew7 opened on Oct 21, 2026

• Explainers: Minimum Detectable Gap, Small-Group Shrinkage and Confidence Intervals for Ratios

  documentationhelp wanted
  yakew7/Fair-Code#1099 · Filter by author yakew7 opened on Oct 21, 2026

• Run the Python code blocks in the explainers as a smoke test

  enhancementhelp wanted
  yakew7/Fair-Code#1098 · Filter by author yakew7 opened on Oct 21, 2026

• Check that traction numbers and completed-item counts agree across README, ROADMAP and METRICS

  enhancementgood first issue
  yakew7/Fair-Code#1097 · Filter by author yakew7 opened on Oct 21, 2026

• test_python_dash_m_faircode_runs_the_cli fails when the installed faircode script belongs to another Python

  buggood first issue
  yakew7/Fair-Code#1096 · Filter by author yakew7 opened on Oct 21, 2026

• diff_results.py should mark rows that were measured on different test sets

  enhancementgood first issue
  yakew7/Fair-Code#1095 · Filter by author yakew7 opened on Oct 21, 2026

• disparate_impact_ratio explodes when the advantaged selection rate is near zero (COMPAS gradient boosting: 1,250, interval up to 879,158)

  bughelp wanted
  yakew7/Fair-Code#1094 · Filter by author yakew7 opened on Oct 21, 2026

• Refresh results/ with a full benchmark rerun on the current requirements-lock.txt

  enhancementhelp wanted
  yakew7/Fair-Code#1068 · Filter by author yakew7 opened on Oct 18, 2026
  2

  

• Numeric column headers keep their type in Python (the integer 2020) and are text in the web engine

  bughelp wanted
  yakew7/Fair-Code#1045 · Filter by author yakew7 opened on Oct 17, 2026
  2

• JSON string cells "NA" and "" are missing in the web engine and ordinary values in Python

  bughelp wanted
  yakew7/Fair-Code#1036 · Filter by author yakew7 opened on Oct 17, 2026
  2

• CONTRIBUTING.md does not mention the new checks and tools added this week

  documentationgood first issue
  yakew7/Fair-Code#989 · Filter by author yakew7 opened on Oct 14, 2026
  2

• Coverage cannot see code that only runs in a subprocess, so __main__.py reports 0 percent

  enhancementgood first issue
  yakew7/Fair-Code#986 · Filter by author yakew7 opened on Oct 14, 2026
  3

• requires-python is >=3.8 but CI only exercises Python 3.11 and 3.12

  enhancementhelp wanted
  yakew7/Fair-Code#848 · Filter by author yakew7 opened on Oct 7, 2026
  5