Issues

• check_issue_refs fails a pull request that says it closes an issue the pull request itself closes

  enhancementhelp wanted
  yakew7/Fair-Code#1139 · Filter by author yakew7 opened on Oct 23, 2026

• Explainers: Threshold-Free Metrics by Group, Decision Curves by Group and Cost-Sensitive Evaluation

  documentationhelp wanted
  yakew7/Fair-Code#1137 · Filter by author yakew7 opened on Oct 23, 2026

• Explainers: Popularity Bias, Two-Sided Fairness and Position Bias in Rankings

  documentationhelp wanted
  yakew7/Fair-Code#1134 · Filter by author yakew7 opened on Oct 23, 2026

• load_audit() returns masks as pandas Series, so every use needs .to_numpy().astype(int)

  enhancementgood first issue
  yakew7/Fair-Code#1133 · Filter by author yakew7 opened on Oct 23, 2026

• diff_results.py shows "n/a" for a ratio the benchmark withheld, which looks like a missing file

  enhancementgood first issue
  yakew7/Fair-Code#1132 · Filter by author yakew7 opened on Oct 23, 2026

• The benchmark-diff workflow has never run; test it end to end on a pull request

  enhancementhelp wanted
  yakew7/Fair-Code#1131 · Filter by author yakew7 opened on Oct 23, 2026

• Eight explainers are still listed as known exceptions in the structure check

  documentationgood first issue
  yakew7/Fair-Code#1130 · Filter by author yakew7 opened on Oct 23, 2026

• results/ has no provenance file, so a row cannot be tied to the versions that produced it

  enhancementhelp wanted
  yakew7/Fair-Code#1129 · Filter by author yakew7 opened on Oct 23, 2026

• Two explainers still say something is "coming soon" that already exists

  documentationgood first issue
  yakew7/Fair-Code#1128 · Filter by author yakew7 opened on Oct 23, 2026

• Add a scheduled check for dead external links in the docs and explainers

  enhancementhelp wanted
  yakew7/Fair-Code#1127 · Filter by author yakew7 opened on Oct 23, 2026

• Four external links in explainers return 404

  documentationgood first issue
  yakew7/Fair-Code#1126 · Filter by author yakew7 opened on Oct 23, 2026

• 41 explainers tell readers to run a script that does not exist in the repo

  documentationhelp wanted
  yakew7/Fair-Code#1125 · Filter by author yakew7 opened on Oct 23, 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
  3

  

• 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