├── .Rprofile ├── .gitignore ├── README.md ├── README.rmd ├── XAI-toolkits-comparison.Rproj ├── benchmark ├── calculate_time.R ├── extract_chunks.R ├── generate_results.R ├── packages_chunks.rda └── packages_times.rda ├── docs ├── ALEplot.html ├── CNAME ├── DALEX.html ├── DALEXtra.html ├── DALEXtra_champion_challenger.html ├── EIX.html ├── ExplainPrediction.html ├── ICEbox.html ├── Your_forest_explained.html ├── arules.html ├── auditor.html ├── ctree.html ├── fairness.html ├── fastshap.html ├── flashlight.html ├── forestmodel.html ├── fscaret.html ├── glmnet.html ├── iBreakDown.html ├── iml.html ├── index.html ├── ingredients.html ├── kknn.html ├── lime.html ├── live.html ├── mcr.html ├── modelDown.html ├── modelDown │ ├── auditor │ │ └── img │ │ │ └── acf.png │ ├── explainers │ │ ├── randomForest.rda │ │ └── ranger.rda │ ├── index.html │ ├── link.svg │ ├── mi2template.css │ ├── model_performance │ │ ├── img │ │ │ ├── model_performance.png │ │ │ └── model_performance_box.png │ │ ├── index.html │ │ └── styles.css │ ├── repository │ │ ├── backpack.db │ │ └── gallery │ │ │ ├── 1b3a7a694fc0e6f40d4792f74cdf73b0.rda │ │ │ ├── 1d577a74a85d244a3177c2fed81c1829.rda │ │ │ ├── 223abf3406fbd84c714428f1f04a0a1b.rda │ │ │ ├── 2702317c127dea7dcbdd363edb5568d1.rda │ │ │ ├── 2b70709cf38257253bd4476c51d87b4b.rda │ │ │ ├── 33de7e7207866e53865578fd54f3b055.rda │ │ │ ├── 43977f8f1db17ca70cfbeee47cc5a55c.rda │ │ │ ├── 4f6a58e1b187f63d28ba2cdd63805bec.rda │ │ │ ├── 59c9f8ae007b50be777c30a33445d160.rda │ │ │ ├── 61ef12e92f9118cbe60ca334c4c3ecfc.rda │ │ │ ├── 652c98594dfa588a92996103f57bc52f.rda │ │ │ ├── 6df6ca7fdf6da8e522f756852aaebcb8.rda │ │ │ ├── 8a223a1a8e90ba1b937d5307552147dc.rda │ │ │ ├── 98d29d517c33ba73804051bced3b0a53.rda │ │ │ ├── ae01337081b1730a0fcd5f1f8635947f.rda │ │ │ ├── bc50d0eb920fa705a98adf139135223f.rda │ │ │ ├── c50d7f8a49a77d68113cb0fd771b6a84.rda │ │ │ ├── d23323614668a1b50ee571cb69462a7a.rda │ │ │ ├── db2df389c122cef753491a63946893d6.rda │ │ │ ├── de4a6c20b85c87e09ec1fa63ef4533f0.rda │ │ │ ├── e0c929d181aa3b108f1ac2eb67f6bd8f.rda │ │ │ ├── e16be09e58e9dfdd556182a4b9fd2161.rda │ │ │ ├── f5c4f20804a4b9f7d0136099592b96e6.rda │ │ │ ├── f81693e4ebee8978fbfbdf13b1410d11.rda │ │ │ ├── fc849551a633ecc257427693616f64b8.rda │ │ │ └── fd678fb300f709d581026384712bbb77.rda │ ├── session_info │ │ ├── session_info.rda │ │ └── session_info.txt │ ├── style.css │ ├── variable_importance │ │ ├── img │ │ │ └── variable_importance.png │ │ ├── index.html │ │ └── styles.css │ └── variable_response │ │ ├── img │ │ ├── variable_response_age_partial.png │ │ ├── variable_response_class_partial.png │ │ ├── variable_response_embarked_partial.png │ │ ├── variable_response_fare_partial.png │ │ ├── variable_response_gender_partial.png │ │ ├── variable_response_parch_partial.png │ │ └── variable_response_sibsp_partial.png │ │ ├── index.html │ │ └── styles.css ├── modelDown_2_models │ ├── auditor │ │ └── img │ │ │ └── acf.png │ ├── explainers │ │ ├── lm.rda │ │ ├── randomForest.rda │ │ └── ranger.rda │ ├── index.html │ ├── link.svg │ ├── mi2template.css │ ├── model_performance │ │ ├── img │ │ │ ├── model_performance.png │ │ │ └── model_performance_box.png │ │ ├── index.html │ │ └── styles.css │ ├── repository │ │ ├── backpack.db │ │ └── gallery │ │ │ ├── 18b00580ccf0bd8ef827aa4bd3c8947d.rda │ │ │ ├── 2192d593944a60b76a67c78f232bf73b.rda │ │ │ ├── 2d784135a9033b4aeb130eefe853707f.rda │ │ │ ├── 30262535e0376fe00dec8ee4ad7fec45.rda │ │ │ ├── 3989374f8b3532f793dd1e7899529655.rda │ │ │ ├── 41d49463bf611a866ec5f7a764a86d70.rda │ │ │ ├── 4cb4144566c00712a4988bb74f6bcaf3.rda │ │ │ ├── 4f1d53f04e10a9035e29c88220a052ff.rda │ │ │ ├── 5891a17a358de5687e4c39aaab35c563.rda │ │ │ ├── 5af34f5afcab6a7d4c42d7a323c166f0.rda │ │ │ ├── 5bb820533b0bd3e9f56d1c9763cf8ee5.rda │ │ │ ├── 60bff13fd9445d6ec8f44d9169446441.rda │ │ │ ├── 6a538e4c5f418f633ef3be019503af16.rda │ │ │ ├── 6cf85e2741e25bb4b8437e626af0f0ab.rda │ │ │ ├── 77a537e088efb3a0b779f059c173e854.rda │ │ │ ├── 7b883f209e28c1cf0d746c84c20cdfb8.rda │ │ │ ├── 8afdcdf6329feada1e8e31d4ed4e3943.rda │ │ │ ├── 974eb5104e3f708ce27b8c3c1f8b1445.rda │ │ │ ├── ab6e72db8809995f7b077f3d80c045c2.rda │ │ │ ├── b36974a5ada217cd51504b4d2c96a211.rda │ │ │ ├── f344b3b0cb4c1fbdd4cea1a558849d9a.rda │ │ │ ├── fa2b4fd89674a25cf14cd62d33e97966.rda │ │ │ └── fbcf30c0bfab6109bba8e5d8cdcc17f2.rda │ ├── session_info │ │ ├── session_info.rda │ │ └── session_info.txt │ ├── style.css │ ├── variable_importance │ │ ├── img │ │ │ └── variable_importance.png │ │ ├── index.html │ │ └── styles.css │ └── variable_response │ │ ├── img │ │ ├── variable_response_age_partial.png │ │ ├── variable_response_class_partial.png │ │ ├── variable_response_embarked_partial.png │ │ ├── variable_response_fare_partial.png │ │ ├── variable_response_gender_partial.png │ │ ├── variable_response_parch_partial.png │ │ └── variable_response_sibsp_partial.png │ │ ├── index.html │ │ └── styles.css ├── modelStudio.html ├── modelStudio_titanic.html ├── naivebayes.html ├── pdp.html ├── randomForestExplainer.html ├── shapper.html ├── smbinning.html ├── survxai.html ├── vip.html └── vivo.html ├── figures ├── pdps.png ├── rec_ceteris_paribus.png ├── rec_pdp.png ├── rec_shap.png ├── rec_variable_importance.png ├── shaps.png ├── xai_taxonomy.png ├── xai_taxonomy_agnostic.png └── youtube.png ├── recommendations ├── ceteris_paribus.R ├── feature_importance.R ├── pdp.R ├── recommendations.R └── shap.R ├── refs.bib ├── renv.lock ├── renv ├── .gitignore ├── activate.R └── settings.dcf ├── scripts ├── pdp_times.R └── shap_times.R ├── tables └── table_2.R └── use-case ├── ALEplot.Rmd ├── ALEplot.html ├── DALEX.Rmd ├── DALEX.html ├── DALEXtra.Rmd ├── DALEXtra.html ├── DALEXtra_champion_challenger.html ├── EIX.Rmd ├── EIX.html ├── ExplainPrediction.Rmd ├── ExplainPrediction.html ├── ICEbox.Rmd ├── ICEbox.html ├── Your_forest_explained.html ├── arules.Rmd ├── arules.html ├── auditor.Rmd ├── auditor.html ├── ctree.Rmd ├── ctree.html ├── fairness.Rmd ├── fairness.html ├── fastshap.Rmd ├── fastshap.html ├── flashlight.Rmd ├── flashlight.html ├── forestmodel.Rmd ├── forestmodel.html ├── fscaret.Rmd ├── fscaret.html ├── glmnet.Rmd ├── glmnet.html ├── iBreakDown.Rmd ├── iBreakDown.html ├── iml.Rmd ├── iml.html ├── ingredients.Rmd ├── ingredients.html ├── kknn.Rmd ├── kknn.html ├── lime.Rmd ├── lime.html ├── live.Rmd ├── live.html ├── mcr.Rmd ├── mcr.html ├── modelDown.Rmd ├── modelDown.html ├── modelDown ├── auditor │ └── img │ │ └── acf.png ├── explainers │ └── ranger.rda ├── index.html ├── link.svg ├── mi2template.css ├── model_performance │ ├── img │ │ ├── model_performance.png │ │ └── model_performance_box.png │ ├── index.html │ └── styles.css ├── repository │ ├── backpack.db │ └── gallery │ │ ├── 1b3a7a694fc0e6f40d4792f74cdf73b0.rda │ │ ├── 223abf3406fbd84c714428f1f04a0a1b.rda │ │ ├── 33de7e7207866e53865578fd54f3b055.rda │ │ ├── 652c98594dfa588a92996103f57bc52f.rda │ │ ├── 6df6ca7fdf6da8e522f756852aaebcb8.rda │ │ ├── ae01337081b1730a0fcd5f1f8635947f.rda │ │ ├── c50d7f8a49a77d68113cb0fd771b6a84.rda │ │ ├── d23323614668a1b50ee571cb69462a7a.rda │ │ ├── db2df389c122cef753491a63946893d6.rda │ │ ├── e16be09e58e9dfdd556182a4b9fd2161.rda │ │ ├── fc849551a633ecc257427693616f64b8.rda │ │ └── fd678fb300f709d581026384712bbb77.rda ├── session_info │ ├── session_info.rda │ └── session_info.txt ├── style.css ├── variable_importance │ ├── img │ │ └── variable_importance.png │ ├── index.html │ └── styles.css └── variable_response │ ├── img │ ├── variable_response_age_partial.png │ ├── variable_response_class_partial.png │ ├── variable_response_embarked_partial.png │ ├── variable_response_fare_partial.png │ ├── variable_response_gender_partial.png │ ├── variable_response_parch_partial.png │ └── variable_response_sibsp_partial.png │ ├── index.html │ └── styles.css ├── modelDown_2_models ├── auditor │ └── img │ │ └── acf.png ├── explainers │ ├── lm.rda │ └── ranger.rda ├── index.html ├── link.svg ├── mi2template.css ├── model_performance │ ├── img │ │ ├── model_performance.png │ │ └── model_performance_box.png │ ├── index.html │ └── styles.css ├── repository │ ├── backpack.db │ └── gallery │ │ ├── 18b00580ccf0bd8ef827aa4bd3c8947d.rda │ │ ├── 30262535e0376fe00dec8ee4ad7fec45.rda │ │ ├── 3989374f8b3532f793dd1e7899529655.rda │ │ ├── 41d49463bf611a866ec5f7a764a86d70.rda │ │ ├── 5af34f5afcab6a7d4c42d7a323c166f0.rda │ │ ├── 60bff13fd9445d6ec8f44d9169446441.rda │ │ ├── 6cf85e2741e25bb4b8437e626af0f0ab.rda │ │ ├── 77a537e088efb3a0b779f059c173e854.rda │ │ ├── 7b883f209e28c1cf0d746c84c20cdfb8.rda │ │ ├── 8afdcdf6329feada1e8e31d4ed4e3943.rda │ │ └── f344b3b0cb4c1fbdd4cea1a558849d9a.rda ├── session_info │ ├── session_info.rda │ └── session_info.txt ├── style.css ├── variable_importance │ ├── img │ │ └── variable_importance.png │ ├── index.html │ └── styles.css └── variable_response │ ├── img │ ├── variable_response_age_partial.png │ ├── variable_response_class_partial.png │ ├── 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