├── .gitignore ├── README.md ├── chapter-1.md ├── chapter-2.md ├── chapter-3.md ├── chapter-4.md ├── chapter-5.md ├── chapter-6.md ├── chapter-7.md ├── chapter-8.md ├── code ├── chapter-2 │ ├── filteringdata.py │ ├── filteringdataPearson.py │ └── recommender.py ├── chapter-3 │ ├── adjusted_cosine_similarity.py │ └── recommender3.py ├── chapter-4 │ ├── athletesTestSet.txt │ ├── athletesTrainingSet.txt │ ├── classifyTemplate.py │ ├── filteringdata.py │ ├── irisTestSet.data │ ├── irisTrainingSet.data │ ├── mpgTestSet.txt │ ├── mpgTrainingSet.txt │ ├── nearestNeighborClassifier.py │ ├── normalizeColumnTemplate.py │ └── testMedianAndASD.py ├── chapter-5 │ ├── crossValidation.py │ ├── divide.py │ ├── mpgData.zip │ ├── pima.zip │ ├── pimaKNN.py │ └── pimaSmall.zip ├── chapter-6 │ ├── house-votes.zip │ ├── iHealth.zip │ ├── naiveBayes.py │ └── naiveBayesDensityFunction.py ├── chapter-7 │ ├── bayesSentiment.py │ └── bayesText.py └── chapter-8 │ ├── cereal.csv │ ├── dogs.csv │ ├── enrondata.txt │ ├── hierarchicalClusterer.py │ ├── hierarchicalClustererTemplate.py │ ├── kmeans.py │ └── kmeansPlusPlus.py └── img ├── chapter-1 ├── chapter-1-1.png ├── chapter-1-10.png ├── chapter-1-11.png ├── chapter-1-12.png ├── chapter-1-13.png ├── chapter-1-14.png ├── chapter-1-15.png ├── chapter-1-16.png ├── chapter-1-17.png ├── chapter-1-18.png ├── chapter-1-19.png ├── chapter-1-2.png ├── chapter-1-20.png ├── chapter-1-3.png ├── chapter-1-4.png ├── chapter-1-5.png ├── chapter-1-6.png ├── chapter-1-7.png ├── chapter-1-8.png └── chapter-1-9.png ├── chapter-2 ├── chapter-2-1.png ├── chapter-2-10.png ├── chapter-2-11.png ├── chapter-2-12.png ├── chapter-2-13.png ├── chapter-2-14.png ├── chapter-2-15.png ├── chapter-2-16.png ├── chapter-2-17.png ├── chapter-2-18.png ├── chapter-2-19.png ├── chapter-2-2.png ├── chapter-2-20.png ├── chapter-2-21.png ├── chapter-2-22.png ├── chapter-2-23.png ├── chapter-2-24.png ├── chapter-2-25.png ├── chapter-2-26.png ├── chapter-2-27.png ├── chapter-2-28.png ├── chapter-2-29.png ├── chapter-2-3.png ├── chapter-2-30.png ├── chapter-2-31.png ├── chapter-2-32.png ├── chapter-2-33.png ├── chapter-2-34.png ├── chapter-2-35.png ├── chapter-2-36.png ├── chapter-2-37.png ├── chapter-2-38.png ├── chapter-2-39.png ├── chapter-2-4.png ├── chapter-2-40.png ├── chapter-2-41.png ├── chapter-2-42.png ├── chapter-2-43.png ├── chapter-2-44.png ├── chapter-2-45.png ├── chapter-2-46.png ├── chapter-2-47.png ├── chapter-2-48.png ├── chapter-2-49.png ├── chapter-2-5.png ├── chapter-2-50.png ├── chapter-2-51.png ├── chapter-2-52.png ├── chapter-2-53.png ├── chapter-2-54.png ├── chapter-2-55.png ├── chapter-2-56.png ├── chapter-2-57.png ├── chapter-2-58.png ├── chapter-2-59.png ├── chapter-2-6.png ├── chapter-2-60.png ├── chapter-2-61.png ├── chapter-2-62.png ├── chapter-2-63.png ├── chapter-2-7.png ├── chapter-2-8.png └── chapter-2-9.png ├── chapter-3 ├── chapter-3-1.png ├── chapter-3-10.png ├── chapter-3-11.png ├── chapter-3-12.png ├── chapter-3-13.png ├── chapter-3-14.png ├── chapter-3-15.png ├── chapter-3-16.png ├── chapter-3-17.png ├── chapter-3-18.png ├── chapter-3-19.png ├── chapter-3-2.png ├── chapter-3-20.png ├── chapter-3-21.png ├── chapter-3-22.png ├── chapter-3-23.png ├── chapter-3-24.png ├── chapter-3-25.png ├── chapter-3-26.png ├── chapter-3-27.png ├── chapter-3-28.png ├── chapter-3-29.png ├── chapter-3-3.png ├── chapter-3-30.png ├── chapter-3-31.png ├── chapter-3-32.png ├── chapter-3-33.png ├── chapter-3-34.png ├── chapter-3-35.png ├── chapter-3-36.png ├── chapter-3-37.png ├── chapter-3-38.png ├── chapter-3-39.png ├── chapter-3-4.png ├── chapter-3-40.png ├── chapter-3-41.png ├── chapter-3-42.png ├── chapter-3-43.png ├── chapter-3-44.png ├── chapter-3-45.png ├── chapter-3-46.png ├── chapter-3-47.png ├── chapter-3-48.png ├── chapter-3-49.png ├── chapter-3-5.png ├── chapter-3-50.png ├── chapter-3-6.png ├── chapter-3-7.png ├── chapter-3-8.png └── chapter-3-9.png ├── chapter-4 ├── chapter-4-1.png ├── chapter-4-10.png ├── chapter-4-11.png ├── chapter-4-12.png ├── chapter-4-13.png ├── chapter-4-14.png ├── chapter-4-15.png ├── chapter-4-16.png ├── chapter-4-17.png ├── chapter-4-18.png ├── chapter-4-19.png ├── chapter-4-2.png ├── chapter-4-20.png ├── chapter-4-21.png ├── chapter-4-22.png ├── chapter-4-23.png ├── chapter-4-24.png ├── chapter-4-25.png ├── chapter-4-26.png ├── chapter-4-27.png ├── chapter-4-28.png ├── chapter-4-29.png ├── chapter-4-3.png ├── chapter-4-30.png ├── chapter-4-31.png ├── chapter-4-32.png ├── chapter-4-33.png ├── chapter-4-34.png ├── chapter-4-35.png ├── chapter-4-36.png ├── chapter-4-37.png ├── chapter-4-38.png ├── chapter-4-39.png ├── chapter-4-4.png ├── chapter-4-40.png ├── chapter-4-41.png ├── chapter-4-42.png ├── chapter-4-43.png ├── chapter-4-44.png ├── chapter-4-45.png ├── chapter-4-46.png ├── chapter-4-47.png ├── chapter-4-48.png ├── chapter-4-49.png ├── chapter-4-5.png ├── chapter-4-50.png ├── chapter-4-51.png ├── chapter-4-6.png ├── chapter-4-7.png ├── chapter-4-8.png └── chapter-4-9.png ├── chapter-5 ├── chapter-5-1.png ├── chapter-5-10.png ├── chapter-5-11.png ├── chapter-5-12.png ├── chapter-5-13.png ├── chapter-5-14.png ├── chapter-5-15.png ├── chapter-5-16.png ├── chapter-5-17.png ├── chapter-5-18.png ├── chapter-5-19.png ├── chapter-5-2.png ├── chapter-5-20.png ├── chapter-5-21.png ├── chapter-5-22.png ├── chapter-5-23.png ├── chapter-5-24.png ├── chapter-5-25.png ├── chapter-5-26.png ├── chapter-5-27.png ├── chapter-5-28.png ├── chapter-5-29.png ├── chapter-5-3.png ├── chapter-5-30.png ├── chapter-5-31.png ├── chapter-5-32.png ├── chapter-5-33.png ├── chapter-5-34.png ├── chapter-5-35.png ├── chapter-5-36.png ├── chapter-5-37.png ├── chapter-5-38.png ├── chapter-5-39.png ├── chapter-5-4.png ├── chapter-5-40.png ├── chapter-5-41.png ├── chapter-5-42.png ├── chapter-5-43.png ├── chapter-5-44.png ├── chapter-5-45.png ├── chapter-5-46.png ├── chapter-5-47.png ├── chapter-5-48.png ├── chapter-5-49.png ├── chapter-5-5.png ├── chapter-5-50.png ├── chapter-5-51.png ├── chapter-5-52.png ├── chapter-5-53.png ├── chapter-5-54.png ├── chapter-5-6.png ├── chapter-5-7.png ├── chapter-5-8.png └── chapter-5-9.png ├── chapter-6 ├── chapter-6-1.png ├── chapter-6-10.png ├── chapter-6-11.png ├── chapter-6-12.png ├── chapter-6-13.png ├── chapter-6-14.png ├── chapter-6-15.png ├── chapter-6-16.png ├── chapter-6-17.png ├── chapter-6-18.png ├── chapter-6-19.png ├── chapter-6-2.png ├── chapter-6-20.png ├── chapter-6-21.png ├── chapter-6-22.png ├── chapter-6-23.png ├── chapter-6-24.png ├── chapter-6-25.png ├── chapter-6-26.png ├── chapter-6-27.png ├── chapter-6-28.png ├── chapter-6-29.png ├── chapter-6-3.png ├── chapter-6-30.png ├── chapter-6-31.png ├── chapter-6-32.png ├── chapter-6-33.png ├── chapter-6-34.png ├── chapter-6-35.png ├── chapter-6-36.png ├── chapter-6-37.png ├── chapter-6-38.png ├── chapter-6-39.png ├── chapter-6-4.png ├── chapter-6-40.png ├── chapter-6-41.png ├── chapter-6-42.png ├── chapter-6-43.png ├── chapter-6-44.png ├── chapter-6-45.png ├── chapter-6-46.png ├── chapter-6-47.png ├── chapter-6-48.png ├── chapter-6-49.png ├── chapter-6-5.png ├── chapter-6-50.png ├── chapter-6-51.png ├── chapter-6-52.png ├── chapter-6-53.png ├── chapter-6-54.png ├── chapter-6-55.png ├── chapter-6-56.png ├── chapter-6-57.png ├── chapter-6-58.png ├── chapter-6-59.png ├── chapter-6-6.png ├── chapter-6-60.png ├── chapter-6-61.png ├── chapter-6-62.png ├── chapter-6-63.png ├── chapter-6-64.png ├── chapter-6-65.png ├── chapter-6-66.png ├── chapter-6-67.png ├── chapter-6-68.png ├── chapter-6-69.png ├── chapter-6-7.png ├── chapter-6-70.png ├── chapter-6-71.png ├── chapter-6-72.png ├── chapter-6-73.png ├── chapter-6-74.png ├── chapter-6-75.png ├── chapter-6-76.png ├── chapter-6-77.png ├── chapter-6-78.png ├── chapter-6-79.png ├── chapter-6-8.png ├── chapter-6-80.png ├── chapter-6-81.png ├── chapter-6-82.png └── chapter-6-9.png ├── chapter-7 ├── chapter-7-1.png ├── chapter-7-10.png ├── chapter-7-11.png ├── chapter-7-12.png ├── chapter-7-13.png ├── chapter-7-14.png ├── chapter-7-15.png ├── chapter-7-16.png ├── chapter-7-17.png ├── chapter-7-18.png ├── chapter-7-19.png ├── chapter-7-2.png ├── chapter-7-20.png ├── chapter-7-21.png ├── chapter-7-22.png ├── chapter-7-23.png ├── chapter-7-24.png ├── chapter-7-25.png ├── chapter-7-26.png ├── chapter-7-27.png ├── chapter-7-28.png ├── chapter-7-29.png ├── chapter-7-3.png ├── chapter-7-30.png ├── chapter-7-31.png ├── chapter-7-32.png ├── chapter-7-33.png ├── chapter-7-34.png ├── chapter-7-35.png ├── chapter-7-36.png ├── chapter-7-37.png ├── chapter-7-38.png ├── chapter-7-4.png ├── chapter-7-5.png ├── chapter-7-6.png ├── chapter-7-7.png ├── chapter-7-8.png └── chapter-7-9.png ├── chapter-8 ├── chapter-8-1.png ├── chapter-8-10.png ├── chapter-8-11.png ├── chapter-8-12.png ├── chapter-8-13.png ├── chapter-8-14.png ├── chapter-8-15.png ├── chapter-8-16.png ├── chapter-8-17.png ├── chapter-8-18.png ├── chapter-8-19.png ├── chapter-8-2.png ├── chapter-8-20.png ├── chapter-8-21.png ├── chapter-8-22.png ├── chapter-8-23.png ├── chapter-8-24.png ├── chapter-8-25.png ├── chapter-8-26.png ├── chapter-8-27.png ├── chapter-8-28.png ├── chapter-8-29.png ├── chapter-8-3.png ├── chapter-8-30.png ├── chapter-8-31.png ├── chapter-8-32.png ├── chapter-8-33.png ├── chapter-8-34.png ├── chapter-8-35.png ├── chapter-8-36.png ├── chapter-8-37.png ├── chapter-8-38.png ├── chapter-8-39.png ├── chapter-8-4.png ├── chapter-8-40.png ├── chapter-8-41.png ├── chapter-8-42.png ├── chapter-8-43.png ├── chapter-8-44.png ├── chapter-8-45.png ├── chapter-8-46.png ├── chapter-8-47.png ├── chapter-8-48.png ├── chapter-8-49.png ├── chapter-8-5.png ├── chapter-8-50.png ├── chapter-8-51.png ├── chapter-8-52.png ├── chapter-8-53.png ├── chapter-8-54.png ├── chapter-8-55.png ├── chapter-8-56.png ├── chapter-8-57.png ├── chapter-8-58.png ├── chapter-8-59.png ├── chapter-8-6.png ├── chapter-8-60.png ├── chapter-8-61.png ├── chapter-8-62.png ├── chapter-8-63.png ├── chapter-8-64.png 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