├── .github └── ISSUE_TEMPLATE.md ├── .gitignore ├── LICENSE.md ├── README.md ├── _site.yml ├── custom.css ├── data ├── ames.csv ├── attrition.csv └── my_basket.csv ├── docs ├── README.html ├── custom.css ├── data │ ├── ames.csv │ ├── attrition.csv │ └── my_basket.csv ├── errata.html ├── errata.md ├── exercises │ ├── 01-exercises.Rmd │ ├── 01-exercises.nb.html │ ├── 02-exercises.Rmd │ └── 02-exercises.nb.html ├── images │ └── homl-cover.jpg ├── index.html ├── notebooks │ ├── 01-introduction.nb.html │ ├── 02-modeling-process.nb.html │ ├── 03-feature-engineering.nb.html │ ├── 04-linear-regression.nb.html │ ├── 05-logistic-regression.nb.html │ ├── 06-regularized-regression.nb.html │ ├── 07-mars.nb.html │ ├── 08-knn.nb.html │ ├── 09-decision-trees.nb.html │ ├── 10-bagging.nb.html │ ├── 11-random-forests.nb.html │ ├── 12-gbm.Rmd │ ├── 12-gbm.nb.html │ ├── 13-deep-learning.Rmd │ ├── 13-deep-learning.nb.html │ ├── 14-svm.Rmd │ ├── 14-svm.nb.html │ ├── 15-stacking-models.Rmd │ ├── 15-stacking-models.nb.html │ ├── 16-iml.Rmd │ ├── 16-iml.nb.html │ ├── 17-pca.Rmd │ ├── 17-pca.nb.html │ ├── 18-glrm.Rmd │ ├── 18-glrm.nb.html │ ├── 19-autoencoders.Rmd │ ├── 19-autoencoders.nb.html │ ├── 20-kmeans.Rmd │ ├── 20-kmeans.nb.html │ ├── 21-hierarchical-clustering.Rmd │ ├── 21-hierarchical-clustering.nb.html │ ├── 22-model-based-clustering.Rmd │ ├── 22-model-based-clustering.nb.html │ ├── 22-model-based-clustering_files │ │ └── figure-html │ │ │ ├── geyser-mc1-plot-1.png │ │ │ ├── geyser-mc1-plot-2.png │ │ │ ├── geyser-mc2-plot-1.png │ │ │ ├── geyser-mc2-plot-2.png │ │ │ ├── geyser-mc2-plot-3.png │ │ │ ├── multivariate-density-plot-1.png │ │ │ └── visualize-different-covariance-models-1.png │ ├── data │ │ ├── GMM-covariances.csv │ │ ├── xgb-features.rds │ │ └── xgb-fit-final.rds │ ├── images │ │ ├── 3D-PCA.png │ │ ├── Autoencoder_structure.png │ │ ├── approx-shapley-idea.png │ │ ├── autoencoder-symmetry.png │ │ ├── basic-neural-net.png │ │ ├── boosted-trees-process.png │ │ ├── deep_neural-net.png │ │ ├── dendrogram.png │ │ ├── dendrogram2.png │ │ ├── dendrogram3.png │ │ ├── digits.png │ │ ├── glrm-example.png │ │ ├── mlp_network.png │ │ ├── pdp-illustration.png │ │ ├── perceptron_node.png │ │ └── quadratic-huber-loss.png │ └── scripts │ │ └── mnist-grid-search.R ├── scripts │ └── mnist-grid-search.R └── site_libs │ ├── bootstrap-3.3.5 │ ├── css │ │ ├── bootstrap-theme.css │ │ ├── bootstrap-theme.css.map │ │ ├── bootstrap-theme.min.css │ │ ├── bootstrap.css │ │ ├── bootstrap.css.map │ │ ├── bootstrap.min.css │ │ ├── cerulean.min.css │ │ ├── cosmo.min.css │ │ ├── darkly.min.css │ │ ├── flatly.min.css │ │ ├── fonts │ │ │ ├── Lato.ttf │ │ │ ├── LatoBold.ttf │ │ │ ├── LatoItalic.ttf │ │ │ ├── NewsCycle.ttf │ │ │ ├── NewsCycleBold.ttf │ │ │ ├── OpenSans.ttf │ │ │ ├── OpenSansBold.ttf │ │ │ ├── OpenSansBoldItalic.ttf │ │ │ ├── OpenSansItalic.ttf │ │ │ ├── OpenSansLight.ttf │ │ │ ├── OpenSansLightItalic.ttf │ │ │ ├── Raleway.ttf │ │ │ ├── RalewayBold.ttf │ │ │ ├── Roboto.ttf │ │ │ ├── RobotoBold.ttf │ │ │ ├── RobotoLight.ttf │ │ │ ├── RobotoMedium.ttf │ │ │ ├── SourceSansPro.ttf │ │ │ ├── SourceSansProBold.ttf │ │ │ ├── SourceSansProItalic.ttf │ │ │ ├── SourceSansProLight.ttf │ │ │ └── Ubuntu.ttf │ │ ├── journal.min.css │ │ ├── lumen.min.css │ │ ├── paper.min.css │ │ ├── readable.min.css │ │ ├── sandstone.min.css │ │ ├── simplex.min.css │ │ ├── spacelab.min.css │ │ ├── united.min.css │ │ └── yeti.min.css │ ├── fonts │ │ ├── glyphicons-halflings-regular.eot │ │ ├── glyphicons-halflings-regular.svg │ │ ├── glyphicons-halflings-regular.ttf │ │ ├── glyphicons-halflings-regular.woff │ │ └── glyphicons-halflings-regular.woff2 │ ├── js │ │ ├── bootstrap.js │ │ ├── bootstrap.min.js │ │ └── npm.js │ └── shim │ │ ├── html5shiv.min.js │ │ └── respond.min.js │ ├── font-awesome-5.1.0 │ ├── css │ │ ├── all.css │ │ └── v4-shims.css │ └── webfonts │ │ ├── fa-brands-400.eot │ │ ├── fa-brands-400.svg │ │ ├── fa-brands-400.ttf │ │ ├── fa-brands-400.woff │ │ 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