├── Chapter 1 ├── affinity_dataset.txt ├── ch1_affinity.ipynb ├── ch1_affinity_create.ipynb └── ch1_oner_application.ipynb ├── Chapter 10 └── Chapter 10 Clusterer.ipynb ├── Chapter 11 ├── Chapter 11 (CIFAR).ipynb └── Chapter 11 (Theano and Lasagne).ipynb ├── Chapter 12 ├── CH12 MapReduce Basics.ipynb ├── Chapter 12 (NB Predict).ipynb ├── Chapter 12 (Test load).ipynb ├── extract_posts.py ├── nb_predict.py └── nb_train.py ├── Chapter 2 └── Ionosphere Nearest Neighbour.ipynb ├── Chapter 3 └── Basketball Results.ipynb ├── Chapter 4 └── ch4 Affinity Analysis.ipynb ├── Chapter 5 ├── adult_tests.py ├── ch5_adult.ipynb └── ch5_advertisements.ipynb ├── Chapter 6 ├── ch6_classify_twitter.ipynb ├── ch6_get_twitter.ipynb ├── ch6_label_twitter.ipynb └── replicable_dataset.json ├── Chapter 7 ├── CH7 From Load.ipynb ├── ch7_collect_twitter_data.ipynb └── ch7_part2_twitter.ipynb ├── Chapter 8 ├── CH8 Rewrite.ipynb └── Sigmoid.ipynb ├── Chapter 9 ├── Chapter 9 Authorship Analysis.ipynb └── getdata.py 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