Tools for Explainable Machine Learning in R

I contributed to several R packages from the DrWhy.AI universe:

  • DALEX: moDel Agnostic Language for Exploration and eXplanation Star DALEX CRAN mirror downloads
  • iBreakDown: Model Agnostic Instance Level Variable Attributions Star iBreakDown CRAN mirror downloads
  • auditor: Model Audit - Verification, Validation, and Error Analysis Star auditor CRAN mirror downloads
  • ingredients: Effects and Importances of Model Ingredients Star ingredients CRAN mirror downloads