Issues

• compare with a high-cardinality column prints tens of thousands of drift flags

  bughelp wanted
  yakew7/Fair-Code#1052 · Filter by author yakew7 opened on Oct 17, 2026

• get_benchmark_results calls the frozen snapshot 'the numbers actually cited' and cannot return the current results/

  documentationenhancementhelp wanted
  yakew7/Fair-Code#1049 · Filter by author yakew7 opened on Oct 17, 2026

• 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

• A zip-code column with 18,000 values produces 71,000 flags: the terminal report prints all of them and the web view renders them all

  bughelp wanted
  yakew7/Fair-Code#1043 · Filter by author yakew7 opened on Oct 17, 2026

• Profiling a file with a high-cardinality geography column takes quadratic time in _build_flags

  bughelp wanted
  yakew7/Fair-Code#1042 · Filter by author yakew7 opened on Oct 17, 2026

• XLSX date cells are labelled 2020-01-01 00:00:00 by Python and by their serial number (43831) by the web engine

  bughelp wanted
  yakew7/Fair-Code#1039 · Filter by author yakew7 opened on Oct 17, 2026

• Two long group labels that share their first 29 characters still print identically after the ellipsis fix

  buggood first issue
  yakew7/Fair-Code#1038 · Filter by author yakew7 opened on Oct 17, 2026

• 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

• 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
  4

  

• Explainer: What Is Fairness in Ranking?

  documentationhelp wanted
  yakew7/Fair-Code#736 · Filter by author yakew7 opened on Sep 26, 2026

• Explainer: What Is Distributionally Robust Optimization (DRO) for Fairness?

  documentationhelp wanted
  yakew7/Fair-Code#544 · Filter by author yakew7 opened on Sep 9, 2026

• Explainer: What Is Max-Min (Rawlsian) Fairness?

  documentationhelp wanted
  yakew7/Fair-Code#543 · Filter by author yakew7 opened on Sep 9, 2026