├── 9781484248584.jpg ├── Contributing.md ├── LICENSE.txt ├── README.md ├── ch1 ├── .DS_Store └── money_growth │ ├── calculate_money_growth.py │ └── calculate_money_growth_fast.py ├── ch10 ├── .DS_Store ├── artificial_network.py ├── bipartite.py ├── edges.edgelist ├── load_graph.py ├── nodes.csv ├── signed_graph.py └── usage_matrix.py ├── ch11 ├── .DS_Store ├── artificial_network_sampling.py ├── count_non_repeating_digits.py ├── count_non_repeating_digits_naive.py ├── count_occurrences_digit.py ├── count_occurrences_digit_naive.py ├── dimensionality_investigation.py ├── parallel_processing.py └── perf_test_harness.py ├── ch12 ├── .DS_Store ├── AToughGame.py ├── simple_network1.py └── simple_network2.py ├── ch2 ├── .DS_Store └── segmentation │ ├── .DS_Store │ ├── driver.py │ ├── raw_data │ └── .DS_Store │ ├── results │ └── .DS_Store │ └── scripts │ ├── .DS_Store │ ├── nyt_data.py │ └── nyt_data_chunked.py ├── ch3 ├── .DS_Store ├── bug_fixing │ ├── .DS_Store │ ├── double_preceding1.py │ ├── double_preceding2.py │ ├── double_preceding3.py │ ├── double_preceding4.py │ └── test_double_preceding.py ├── cyclomatic_complexity │ ├── sort_new.py │ └── sort_original.py ├── fibonacci │ ├── fibonacci1.py │ ├── fibonacci2.py │ └── sequencer.py ├── optimization │ ├── elevator0.py │ ├── elevator1.py │ ├── elevator2.py │ └── elevator3.py └── puzzles │ ├── puzzle1.py │ ├── puzzle2.py │ └── puzzle2b.py ├── ch4 ├── .DS_Store ├── ball_descend │ ├── .DS_Store │ ├── Simulation.ipynb │ ├── Simulation_Refactored.ipynb │ └── pathfinder │ │ ├── .DS_Store │ │ ├── __init__.py │ │ └── pathfinder.py └── hanoi │ ├── .DS_Store │ ├── Solver1.ipynb │ ├── Solver2.ipynb │ └── Solver3.ipynb ├── ch5 ├── .DS_Store └── augmented_ball_descend │ ├── .DS_Store │ ├── Terrain_Simulation_v1.1.ipynb │ ├── Terrain_Simulation_v1.2.ipynb │ ├── interactionlib │ ├── .DS_Store │ ├── __init__.py │ └── interaction_monitor.py │ ├── pathfinder │ ├── .DS_Store │ ├── __init__.py │ ├── base_pathfinder.py │ ├── non_recursive_simple_pathfinder.py │ ├── parallel_simple_pathfinder.py │ ├── pathutils.py │ └── simple_pathfinder.py │ ├── terrain_data │ ├── .DS_Store │ ├── coastline.jpg │ └── coastline_with_path.jpg │ └── testutils │ ├── .DS_Store │ ├── __init__.py │ └── create_terrain.py ├── ch6 ├── .DS_Store ├── Sample_Temperature_Plots.ipynb ├── anscombe │ ├── anscombe_altair.py │ └── anscombe_matplotlib.py ├── closest_pair │ ├── .DS_Store │ ├── __init__.py │ ├── base_closest_pair.py │ ├── fast_closest_pair.py │ └── naive_closest_pair.py └── temp_plots │ ├── .DS_Store │ ├── GHCND_sample_csv.csv │ ├── plot_stations.py │ ├── plot_temps.py │ └── temp_visualization_demo.py ├── ch7 ├── .DS_Store ├── core_concepts │ ├── .DS_Store │ ├── data_generator.py │ ├── observer.py │ └── session.py └── stock_market │ ├── .DS_Store │ ├── daily_AAPL.csv │ ├── data_preprocessing.py │ ├── data_visualization.py │ ├── driver.py │ ├── feature_engineering.py │ └── streaming_regression.py ├── ch8 ├── .DS_Store ├── 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