├── .gitignore ├── Appendix A ├── auto_coloring.ipynb └── map.png ├── Chapter 1 └── Chapter1.ipynb ├── Chapter 10 ├── bag_of_words.ipynb ├── category_predictor.ipynb ├── chunker.ipynb ├── data.txt ├── gender_identifier.ipynb ├── lemmatizer.ipynb ├── sentiment_analyzer.ipynb ├── stemmer.ipynb ├── text_chunker.ipynb ├── tokenizer.ipynb └── topic_modeler.ipynb ├── Chapter 11 ├── crf.ipynb ├── data_1D.txt ├── data_2D.txt ├── hmm.ipynb ├── operator.ipynb ├── read_data.ipynb ├── slicer.ipynb ├── stats_extractor.ipynb ├── stock_market.ipynb └── timeseries.ipynb ├── Chapter 12 ├── LICENSE.txt ├── audio_generator.ipynb ├── audio_plotter.ipynb ├── data │ ├── apple │ │ ├── apple01.wav │ │ ├── apple02.wav │ │ ├── apple03.wav │ │ ├── apple04.wav │ │ ├── apple05.wav │ │ ├── apple06.wav │ │ ├── apple07.wav │ │ ├── apple08.wav │ │ ├── apple09.wav │ │ ├── apple10.wav │ │ ├── apple11.wav │ │ ├── apple12.wav │ │ ├── apple13.wav │ │ ├── apple14.wav │ │ └── apple15.wav │ ├── banana │ │ ├── banana01.wav │ │ ├── banana02.wav │ │ ├── banana03.wav │ │ ├── banana04.wav │ │ ├── banana05.wav │ │ ├── banana06.wav │ │ ├── banana07.wav │ │ ├── banana08.wav │ │ ├── banana09.wav │ │ ├── banana10.wav │ │ ├── banana11.wav │ │ ├── banana12.wav │ │ ├── banana13.wav │ │ ├── banana14.wav │ │ └── banana15.wav │ ├── kiwi │ │ ├── kiwi01.wav │ │ ├── kiwi02.wav │ │ ├── kiwi03.wav │ │ ├── kiwi04.wav │ │ ├── kiwi05.wav │ │ ├── kiwi06.wav │ │ ├── kiwi07.wav │ │ ├── kiwi08.wav │ │ ├── kiwi09.wav │ │ ├── kiwi10.wav │ │ ├── kiwi11.wav │ │ ├── kiwi12.wav │ │ ├── kiwi13.wav │ │ ├── kiwi14.wav │ │ └── kiwi15.wav │ ├── lime │ │ ├── lime01.wav │ │ ├── lime02.wav │ │ ├── lime03.wav │ │ ├── lime04.wav │ │ ├── lime05.wav │ │ ├── lime06.wav │ │ ├── lime07.wav │ │ ├── lime08.wav │ │ ├── lime09.wav │ │ ├── lime10.wav │ │ ├── lime11.wav │ │ ├── lime12.wav │ │ ├── lime13.wav │ │ ├── lime14.wav │ │ └── lime15.wav │ ├── orange │ │ ├── orange01.wav │ │ ├── orange02.wav │ │ ├── orange03.wav │ │ ├── orange04.wav │ │ ├── orange05.wav │ │ ├── orange06.wav │ │ ├── orange07.wav │ │ ├── orange08.wav │ │ ├── orange09.wav │ │ ├── orange10.wav │ │ ├── orange11.wav │ │ ├── orange12.wav │ │ ├── orange13.wav │ │ ├── orange14.wav │ │ └── orange15.wav │ ├── peach │ │ ├── peach01.wav │ │ ├── peach02.wav │ │ ├── peach03.wav │ │ ├── peach04.wav │ │ ├── peach05.wav │ │ ├── peach06.wav │ │ ├── peach07.wav │ │ ├── peach08.wav │ │ ├── peach09.wav │ │ ├── peach10.wav │ │ ├── peach11.wav │ │ ├── peach12.wav │ │ ├── peach13.wav │ │ ├── peach14.wav │ │ └── peach15.wav │ └── pineapple │ │ ├── pineapple01.wav │ │ ├── pineapple02.wav │ │ ├── pineapple03.wav │ │ ├── pineapple04.wav │ │ ├── pineapple05.wav │ │ ├── pineapple06.wav │ │ ├── pineapple07.wav │ │ ├── pineapple08.wav │ │ ├── pineapple09.wav │ │ ├── pineapple10.wav │ │ ├── pineapple11.wav │ │ ├── pineapple12.wav │ │ ├── pineapple13.wav │ │ ├── pineapple14.wav │ │ └── pineapple15.wav ├── feature_extractor.ipynb ├── frequency_transformer.ipynb ├── python_speech_features │ ├── LICENSE │ ├── __init__.py │ ├── base.py │ └── sigproc.py ├── random_sound.wav ├── speech_recognizer.ipynb ├── spoken_word.wav └── synthesizer.ipynb ├── Chapter 13 ├── LICENSE.txt ├── background_subtraction.ipynb ├── bbb.mp4 ├── camshift.ipynb ├── colorspaces.ipynb ├── ed.mp4 ├── eye_detector.ipynb ├── face_detector.ipynb ├── frame_diff.ipynb ├── haar_cascade_files │ ├── haarcascade_eye.xml │ └── haarcascade_frontalface_default.xml ├── ipython_show_image.ipynb ├── ipython_video_play.ipynb └── optical_flow.ipynb ├── Chapter 14 ├── LICENSE ├── character_visualizer.ipynb ├── data_perceptron.txt ├── data_simple_nn.txt ├── data_vector_quantization.txt ├── letter.data ├── multilayer_neural_network.ipynb ├── ocr.ipynb ├── perceptron_classifier.ipynb ├── recurrent_neural_network.ipynb ├── simple_neural_network.ipynb └── vector_quantizer.ipynb ├── Chapter 15 ├── agent1.ipynb ├── agent2.ipynb ├── balancer.ipynb └── run_environment.ipynb ├── Chapter 16 ├── cnn.ipynb ├── cnn_keras.ipynb ├── linear_regression.ipynb ├── linear_regression_keras.ipynb ├── single_layer.ipynb └── single_layer_keras.ipynb ├── Chapter 2 ├── LICENSE.txt ├── confusion_matrix.ipynb ├── data_multivar_nb.txt ├── data_multivar_regr.txt ├── data_singlevar_regr.txt ├── house_prices.ipynb ├── income_classifier.ipynb ├── income_data.txt ├── label_encoder.ipynb ├── logistic_regression.ipynb ├── naive_bayes.ipynb ├── preprocessing.ipynb ├── regressor_multivar.ipynb ├── regressor_polynomial.ipynb ├── regressor_singlevar.ipynb └── utilities.ipynb ├── Chapter 3 ├── LICENSE.txt ├── class_imbalance.ipynb ├── data_decision_trees.txt ├── data_imbalance.txt ├── data_random_forests.txt ├── decision_trees.ipynb ├── feature_importance.ipynb ├── random_forests.ipynb ├── random_forests.py ├── run_grid_search.ipynb ├── traffic_data.txt ├── traffic_prediction.ipynb └── utilities.ipynb ├── Chapter 4 ├── clustering_quality.ipynb ├── company_symbol_mapping.json ├── data_clustering.txt ├── data_quality.txt ├── gmm_classifier.ipynb ├── kmeans.ipynb ├── market_segmentation.ipynb ├── mean_shift.ipynb ├── sales.csv └── stocks.ipynb ├── Chapter 5 ├── data.txt ├── k_nearest_neighbors.ipynb ├── movie_recommender.ipynb ├── nearest_neighbors_classifier.ipynb ├── pipeline_trainer.ipynb └── ratings.json ├── Chapter 6 ├── adjacent_states.txt ├── coastal_states.txt ├── expression_matcher.ipynb ├── family.ipynb ├── prime.ipynb ├── puzzle.ipynb ├── relationships.json └── states.ipynb ├── Chapter 7 ├── coloring.ipynb ├── constrained_problem.ipynb ├── greedy_search.ipynb ├── maze.ipynb └── puzzle.ipynb ├── Chapter 8 ├── bit_counter.ipynb ├── robot.ipynb ├── symbol_regression.ipynb ├── target_map.txt └── visualization.ipynb ├── Chapter 9 ├── coins.ipynb ├── connect_four.ipynb ├── hexapawn.ipynb └── tic_tac_toe.ipynb ├── README.md └── artificial-intelligence-with-python-ja.png /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | *~ 3 | 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