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diff --git a/.nojekyll b/.nojekyll
diff --git a/comparison/slides-basics-data.pdf b/comparison/slides-basics-data.pdf
diff --git a/comparison/slides-basics-whatisml.pdf b/comparison/slides-basics-whatisml.pdf
diff --git a/comparison/slides-cart-computationalaspects.pdf b/comparison/slides-cart-computationalaspects.pdf
diff --git a/comparison/slides-cart-nutshell.pdf b/comparison/slides-cart-nutshell.pdf
diff --git a/comparison/slides-cart-predictions.pdf b/comparison/slides-cart-predictions.pdf
diff --git a/comparison/slides-cart-treegrowing.pdf b/comparison/slides-cart-treegrowing.pdf
diff --git a/comparison/slides-classification-linear.pdf b/comparison/slides-classification-linear.pdf
diff --git a/comparison/slides-classification-tasks.pdf b/comparison/slides-classification-tasks.pdf
diff --git a/comparison/slides-evaluation-generr.pdf b/comparison/slides-evaluation-generr.pdf
diff --git a/comparison/slides-evaluation-nutshell.pdf b/comparison/slides-evaluation-nutshell.pdf
diff --git a/comparison/slides-evaluation-resampling-1.pdf b/comparison/slides-evaluation-resampling-1.pdf
diff --git a/comparison/slides-evaluation-resampling-2.pdf b/comparison/slides-evaluation-resampling-2.pdf
diff --git a/comparison/slides-evaluation-rocbasics.pdf b/comparison/slides-evaluation-rocbasics.pdf
diff --git a/comparison/slides-evaluation-roccurves.pdf b/comparison/slides-evaluation-roccurves.pdf
diff --git a/comparison/slides-evaluation-test.pdf b/comparison/slides-evaluation-test.pdf
diff --git a/comparison/slides-evaluation-train.pdf b/comparison/slides-evaluation-train.pdf
diff --git a/comparison/slides-forests-benchmark.pdf b/comparison/slides-forests-benchmark.pdf
diff --git a/comparison/slides-knn.pdf b/comparison/slides-knn.pdf
diff --git a/comparison/slides-nested-nestedintro.pdf b/comparison/slides-nested-nestedintro.pdf
diff --git a/comparison/slides-nested-nestedresampling.pdf b/comparison/slides-nested-nestedresampling.pdf
diff --git a/comparison/slides-nested-trainvalidtest.pdf b/comparison/slides-nested-trainvalidtest.pdf
diff --git a/comparison/slides-regression-deepdive-ols.pdf b/comparison/slides-regression-deepdive-ols.pdf
diff --git a/comparison/slides-regression-linearmodel-l1.pdf b/comparison/slides-regression-linearmodel-l1.pdf
diff --git a/comparison/slides-regression-linearmodel-l2.pdf b/comparison/slides-regression-linearmodel-l2.pdf
diff --git a/comparison/slides-regression-polynomials.pdf b/comparison/slides-regression-polynomials.pdf
diff --git a/comparison/slides-tuning-advanced.pdf b/comparison/slides-tuning-advanced.pdf
diff --git a/comparison/slides-tuning-basicalgos.pdf b/comparison/slides-tuning-basicalgos.pdf
diff --git a/comparison/slides-tuning-intro.pdf b/comparison/slides-tuning-intro.pdf
diff --git a/comparison/slides-tuning-pipelines.pdf b/comparison/slides-tuning-pipelines.pdf
diff --git a/comparison/slides-tuning-practical.pdf b/comparison/slides-tuning-practical.pdf
diff --git a/comparison/slides-tuning-tuningproblem.pdf b/comparison/slides-tuning-tuningproblem.pdf
diff --git a/index.html b/index.html
diff --git a/lecture_i2ml/slides/cart/ns-deprec.pdf b/lecture_i2ml/slides/cart/ns-deprec.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-computationalaspects.pdf b/lecture_i2ml/slides/cart/slides-cart-computationalaspects.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-discussion.pdf b/lecture_i2ml/slides/cart/slides-cart-discussion.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-nutshell.pdf b/lecture_i2ml/slides/cart/slides-cart-nutshell.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-predictions.pdf b/lecture_i2ml/slides/cart/slides-cart-predictions.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-splitcriteria-classification.pdf b/lecture_i2ml/slides/cart/slides-cart-splitcriteria-classification.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-splitcriteria-regression.pdf b/lecture_i2ml/slides/cart/slides-cart-splitcriteria-regression.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-stoppingpruning.pdf b/lecture_i2ml/slides/cart/slides-cart-stoppingpruning.pdf
diff --git a/lecture_i2ml/slides/cart/slides-cart-treegrowing.pdf b/lecture_i2ml/slides/cart/slides-cart-treegrowing.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-auc-mwu.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-auc-mwu.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-costcurves.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-costcurves.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-generr.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-generr.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-mcauc.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-mcauc.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-measures-classification.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-measures-classification.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-measures-regression.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-measures-regression.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-nutshell.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-nutshell.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-overfitting-underfitting.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-overfitting-underfitting.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-partialauc.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-partialauc.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-prcurves.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-prcurves.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-resampling-1.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-resampling-1.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-resampling-2.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-resampling-2.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-rocbasics.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-rocbasics.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-roccurves.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-roccurves.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-test.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-test.pdf
diff --git a/lecture_i2ml/slides/evaluation/slides-evaluation-train.pdf b/lecture_i2ml/slides/evaluation/slides-evaluation-train.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-bagging.pdf b/lecture_i2ml/slides/forests/slides-forests-bagging.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-benchmark.pdf b/lecture_i2ml/slides/forests/slides-forests-benchmark.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-discussion.pdf b/lecture_i2ml/slides/forests/slides-forests-discussion.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-featureimportance.pdf b/lecture_i2ml/slides/forests/slides-forests-featureimportance.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-intro.pdf b/lecture_i2ml/slides/forests/slides-forests-intro.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-nutshell.pdf b/lecture_i2ml/slides/forests/slides-forests-nutshell.pdf
diff --git a/lecture_i2ml/slides/forests/slides-forests-proximities.pdf b/lecture_i2ml/slides/forests/slides-forests-proximities.pdf
diff --git a/lecture_i2ml/slides/knn/slides-knn.pdf b/lecture_i2ml/slides/knn/slides-knn.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-data.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-data.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-learner.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-learner.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-learnercomponents-hro.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-learnercomponents-hro.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-models-parameters.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-models-parameters.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-nutshell.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-nutshell.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-optimization.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-optimization.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-riskminimization.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-riskminimization.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-task.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-task.pdf
diff --git a/lecture_i2ml/slides/ml-basics/slides-basics-whatisml.pdf b/lecture_i2ml/slides/ml-basics/slides-basics-whatisml.pdf
diff --git a/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-2cultures.pdf b/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-2cultures.pdf
diff --git a/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-blackboxes.pdf b/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-blackboxes.pdf
diff --git a/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-computerscience.pdf b/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-computerscience.pdf
diff --git a/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-ontology.pdf b/lecture_i2ml/slides/ml-philosophy/slides-mlphilo-ontology.pdf
diff --git a/lecture_i2ml/slides/mlr3/slides-mlr3-intro.pdf b/lecture_i2ml/slides/mlr3/slides-mlr3-intro.pdf
diff --git a/lecture_i2ml/slides/mlr3/slides-mlr3-pipelines.pdf b/lecture_i2ml/slides/mlr3/slides-mlr3-pipelines.pdf
diff --git a/lecture_i2ml/slides/mlr3/slides-mlr3-resampling.pdf b/lecture_i2ml/slides/mlr3/slides-mlr3-resampling.pdf
diff --git a/lecture_i2ml/slides/mlr3/slides-mlr3-tuning.pdf b/lecture_i2ml/slides/mlr3/slides-mlr3-tuning.pdf
diff --git a/lecture_i2ml/slides/nested-resampling/slides-nested-nestedintro.pdf b/lecture_i2ml/slides/nested-resampling/slides-nested-nestedintro.pdf
diff --git a/lecture_i2ml/slides/nested-resampling/slides-nested-nestedresampling.pdf b/lecture_i2ml/slides/nested-resampling/slides-nested-nestedresampling.pdf
diff --git a/lecture_i2ml/slides/nested-resampling/slides-nested-trainvalidtest.pdf b/lecture_i2ml/slides/nested-resampling/slides-nested-trainvalidtest.pdf
diff --git a/lecture_i2ml/slides/neural-networks/slides-neural-networks-nutshell.pdf b/lecture_i2ml/slides/neural-networks/slides-neural-networks-nutshell.pdf
diff --git a/lecture_i2ml/slides/slide-dependencies.pdf b/lecture_i2ml/slides/slide-dependencies.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-basicdefs.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-basicdefs.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-discranalysis.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-discranalysis.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-linear.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-linear.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-logistic.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-logistic.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-naivebayes.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-naivebayes.pdf
diff --git a/lecture_i2ml/slides/supervised-classification/slides-classification-tasks.pdf b/lecture_i2ml/slides/supervised-classification/slides-classification-tasks.pdf
diff --git a/lecture_i2ml/slides/supervised-regression/slides-regression-deepdive-ols.pdf b/lecture_i2ml/slides/supervised-regression/slides-regression-deepdive-ols.pdf
diff --git a/lecture_i2ml/slides/supervised-regression/slides-regression-linearmodel-l1.pdf b/lecture_i2ml/slides/supervised-regression/slides-regression-linearmodel-l1.pdf
diff --git a/lecture_i2ml/slides/supervised-regression/slides-regression-linearmodel-l2.pdf b/lecture_i2ml/slides/supervised-regression/slides-regression-linearmodel-l2.pdf
diff --git a/lecture_i2ml/slides/supervised-regression/slides-regression-polynomials.pdf b/lecture_i2ml/slides/supervised-regression/slides-regression-polynomials.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-advanced.pdf b/lecture_i2ml/slides/tuning/slides-tuning-advanced.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-basicalgos.pdf b/lecture_i2ml/slides/tuning/slides-tuning-basicalgos.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-intro.pdf b/lecture_i2ml/slides/tuning/slides-tuning-intro.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-pipelines.pdf b/lecture_i2ml/slides/tuning/slides-tuning-pipelines.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-practical.pdf b/lecture_i2ml/slides/tuning/slides-tuning-practical.pdf
diff --git a/lecture_i2ml/slides/tuning/slides-tuning-tuningproblem.pdf b/lecture_i2ml/slides/tuning/slides-tuning-tuningproblem.pdf
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diff --git a/slide_status_files/bootstrap-3.3.5/js/npm.js b/slide_status_files/bootstrap-3.3.5/js/npm.js
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+require('../../js/transition.js')
+require('../../js/alert.js')
+require('../../js/button.js')
+require('../../js/carousel.js')
+require('../../js/collapse.js')
+require('../../js/dropdown.js')
+require('../../js/modal.js')
+require('../../js/tooltip.js')
+require('../../js/popover.js')
+require('../../js/scrollspy.js')
+require('../../js/tab.js')
+require('../../js/affix.js')
diff --git a/slide_status_files/bootstrap-3.3.5/shim/html5shiv.min.js b/slide_status_files/bootstrap-3.3.5/shim/html5shiv.min.js
diff --git a/slide_status_files/bootstrap-3.3.5/shim/respond.min.js b/slide_status_files/bootstrap-3.3.5/shim/respond.min.js
diff --git a/slide_status_files/figure-html/slide-status-plot-1.png b/slide_status_files/figure-html/slide-status-plot-1.png
diff --git a/slide_status_files/header-attrs-2.25/header-attrs.js b/slide_status_files/header-attrs-2.25/header-attrs.js
@@ -0,0 +1,12 @@
+// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
+// be compatible with the behavior of Pandoc < 2.8).
+document.addEventListener('DOMContentLoaded', function(e) {
+  var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
+  var i, h, a;
+  for (i = 0; i < hs.length; i++) {
+    h = hs[i];
+    if (!/^h[1-6]$/i.test(h.tagName)) continue;  // it should be a header h1-h6
+    a = h.attributes;
+    while (a.length > 0) h.removeAttribute(a[0].name);
+  }
+});
diff --git a/slide_status_files/highlightjs-9.12.0/default.css b/slide_status_files/highlightjs-9.12.0/default.css
@@ -0,0 +1,21 @@
+.hljs-literal {
+  color: #990073;
+}
+
+.hljs-number {
+  color: #099;
+}
+
+.hljs-comment {
+  color: #998;
+  font-style: italic;
+}
+
+.hljs-keyword {
+  color: #900;
+  font-weight: bold;
+}
+
+.hljs-string {
+  color: #d14;
+}
diff --git a/slide_status_files/highlightjs-9.12.0/highlight.js b/slide_status_files/highlightjs-9.12.0/highlight.js
diff --git a/slide_status_files/highlightjs-9.12.0/textmate.css b/slide_status_files/highlightjs-9.12.0/textmate.css
@@ -0,0 +1,19 @@
+.hljs-literal {
+  color: rgb(88, 72, 246);
+}
+
+.hljs-number {
+  color: rgb(0, 0, 205);
+}
+
+.hljs-comment {
+  color: rgb(76, 136, 107);
+}
+
+.hljs-keyword {
+  color: rgb(0, 0, 255);
+}
+
+.hljs-string {
+  color: rgb(3, 106, 7);
+}