Issues

• ToxicityMetrics: toxigen scores are wrong whenever the classifier predicts the toxic class, because r["label"][-1] (a str) is compared to the int 1

  cvs-health/langfair#249 · Filter by author shaurya416 opened on Sep 26, 2026

• CounterfactualGenerator gender substitution: "his" always maps to "hers", breaking grammar whenever "his" is used as a determiner

  cvs-health/langfair#247 · Filter by author mikee-gwu opened on Sep 16, 2026
  1

• Interop: mapping AutoEval results onto EvalPort's portable TestCase/Result schema

  cvs-health/langfair#243 · Filter by author adhabnr-ux opened on Aug 25, 2026

• Progress bar renders multiple times per evaluate() call

  cvs-health/langfair#241 · Filter by author mohitcek opened on Aug 14, 2026
  1

• Decouple response generation from bias assessment: add SelfEval class for user-provided responses (no LangChain dependency)

  cvs-health/langfair#239 · Filter by author mohitcek opened on Aug 12, 2026
  1

• StereotypicalAssociations.evaluate(): UnboundLocalError when reusing an instance with show_progress_bars=False, and nan/RuntimeWarning from mean computed before its guard

  cvs-health/langfair#237 · Filter by author kishanguptab opened on Jul 28, 2026

• Improve robustness of CounterfactualGenerator

  cvs-health/langfair#215 · Filter by author dylanbouchard opened on Sep 27, 2025

• security: adopt Trusted Publishing to PyPi

  cvs-health/langfair#182 · Filter by author trumant opened on Aug 15, 2025

• security: publish a security policy for the project and establish process for handling submissions with maintainers

  cvs-health/langfair#181 · Filter by author trumant opened on Aug 15, 2025

• Polish demo notebooks

  cvs-health/langfair#173 · Filter by author dylanbouchard opened on Aug 4, 2025
  1

• rich progress bars

  cvs-health/langfair#172 · Filter by author dylanbouchard opened on Jul 31, 2025
  2

• Adopt recommendations for securing open source software projects

  cvs-health/langfair#165 · Filter by author trumant opened on Jul 19, 2025
  1

  

• Github Actions to automate documentation site build on new release

  help wanted
  cvs-health/langfair#153 · Filter by author dskarbrevik opened on May 15, 2025
  2

• Enable sexual orientation attribute for CounterfactualGenerator

  cvs-health/langfair#142 · Filter by author dylanbouchard opened on Apr 14, 2025
  1

• Response caching with ResponseGenerator, CounterfactualGenerator

  help wanted
  cvs-health/langfair#111 · Filter by author dylanbouchard opened on Jan 28, 2025

• Enable additional attributes with CounterfactualGenerator

  help wanted
  cvs-health/langfair#67 · Filter by author dylanbouchard opened on Dec 13, 2024
  2