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diff --git a/breastcancer.html b/breastcancer.html
diff --git a/case-study-text-classification-spam-and-ham-.html b/case-study-text-classification-spam-and-ham-.html
diff --git a/case-study-the-adults-dataset-.html b/case-study-the-adults-dataset-.html
diff --git a/final-words.html b/final-words.html
diff --git a/gradient-descent.html b/gradient-descent.html
diff --git a/hierclust.html b/hierclust.html
diff --git a/index.html b/index.html
diff --git a/kmeans.html b/kmeans.html
diff --git a/knnchapter.html b/knnchapter.html
diff --git a/logistic.html b/logistic.html
diff --git a/mlr.html b/mlr.html
diff --git a/model-evaluation.html b/model-evaluation.html
diff --git a/mushroom.html b/mushroom.html
diff --git a/pca.html b/pca.html
diff --git a/random-forest.html b/random-forest.html
diff --git a/references-10.html b/references-10.html
diff --git a/softmax-and-multinomial-regressions.html b/softmax-and-multinomial-regressions.html
diff --git a/svm.html b/svm.html
diff --git a/testinference.html b/testinference.html
diff --git a/trees-and-classification.html b/trees-and-classification.html