On a mission to responsibly build
machine learning predictive models



For R


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  • Install from CRAN
  • install.packages("DALEX")

For Python


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EMA ebook: Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models.




Examples

Explainability

Explainability

Fairness

Interactive exploration



Tutorial: Basic XAI (in R & Python)

Blog: Responsible Machine Learning