The DALEX package xrays predictive ML models and helps to explore and explain its behaviour, helps to understand how complex models are working.

Episode 1. Introduction to the Explanatory Model Analysis
Video
R track
Python track
Episode 2. DALEX for R
Video, Snippets

Episode 2. dalex for Python
Part I. Instance level explanations
Episode 3. Break Down method
Part II. Dataset level explanations
Episode 6. Model Performance
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