├── .gitignore ├── README.md ├── anaconda_py36_h2o_xgboost_graphviz └── Dockerfile ├── blueprint.png ├── blueprint.xml ├── cheatsheet.png ├── data └── GetData.md ├── lime_shap_treeint_compare ├── Binary-Classification-Credit-Card.ipynb ├── Binary-Classification-One-Function-Noise-Valid.ipynb ├── Binary-Classification-One-Function-Train.ipynb ├── Binary-Classification-Random-Valid.ipynb ├── README.md ├── data_maker_and_getter.py ├── default_of_credit_card_clients.xls ├── img │ ├── .gitignore │ ├── figure_1.eps │ ├── figure_1.png │ ├── figure_10.eps │ ├── figure_10.png │ ├── figure_2.eps │ ├── figure_2.png │ ├── figure_3.eps │ ├── figure_3.png │ ├── figure_3_full.png │ ├── figure_4.eps │ ├── figure_4.png │ ├── figure_5.eps │ ├── figure_5.png │ ├── figure_6.eps │ ├── figure_6.png │ ├── figure_7.eps │ ├── figure_7.png │ ├── figure_8.eps │ ├── figure_8.png │ ├── figure_9.eps │ ├── figure_9.png │ ├── figure_9_full.eps │ └── figure_9_full.png └── lime_explainer.py ├── notebooks ├── dt_surrogate.ipynb ├── lime.ipynb ├── loco.ipynb ├── mono_xgboost.ipynb ├── pdp_ice.ipynb └── sensitivity_analysis.ipynb ├── notes └── strata_mli_sept_17.pdf ├── presentations └── ODSC_west_2018.pdf └── shap_gbm_vs_glm └── Impact_Experiment_GLM_SHAPLEY-GBM.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/h2oai/mli-resources/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/h2oai/mli-resources/HEAD/README.md -------------------------------------------------------------------------------- /anaconda_py36_h2o_xgboost_graphviz/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/h2oai/mli-resources/HEAD/anaconda_py36_h2o_xgboost_graphviz/Dockerfile 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