Transparency and Interpretability

Lecture: Auditing black-box models (April 12 for DS-GA 1017, April 13 for DS-UA 202)

• 11 auditing black-box models slides

Topics: Auditing black-box models; explainable machine learning

Reading: See Transparency and interpretability

Lab: Explaining models with SHAP

• Colab Notebook

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