├── LICENSE ├── README.md ├── ch2 └── ch2_Linear_Regression.ipynb ├── ch3 └── ch3_Permutation_Feature_Importance.ipynb ├── ch4 └── ch4_Partial_Dependence.ipynb ├── ch5 └── ch5_Individual_Conditional_Expectation.ipynb ├── ch6 └── ch6_SHapley_Additive_exPlanations.ipynb ├── chA └── chA_tidymodels_dalex.Rmd ├── chB └── chB_linear_mli.ipynb ├── data └── boston_housing.pkl ├── mli ├── interpret.py ├── metrics.py ├── utility.py └── visualize.py ├── model └── boston_housing_rf.pkl └── pyproject.toml /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ghmagazine/ml_interpret_book/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ghmagazine/ml_interpret_book/HEAD/README.md -------------------------------------------------------------------------------- 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