Collection of tools for Explainable Machine Learning in R

R packages

Contributed to several tools from the DrWhy.AI universe:

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