├── .gitattributes ├── .gitignore ├── Module 1 ├── 2 │ ├── arrays.py │ ├── linearalgebra.py │ ├── loadsave.py │ └── randomnumbers.py ├── 3 │ ├── datastructures.py │ └── person.csv ├── 4 │ ├── Makefile │ ├── README.md │ ├── annotate.py │ ├── axis.py │ ├── bar.py │ ├── better.py │ ├── contour.py │ ├── df.py │ ├── histogram.py │ ├── intro.py │ ├── legends.py │ ├── line.py │ ├── linestyle.py │ ├── matlab.py │ ├── morelegends.py │ ├── nox.py │ ├── pandasplot.py │ ├── scatter.py │ ├── series.py │ ├── subplot.py │ └── subs.py ├── 5 │ ├── Makefile │ ├── random_walk.png │ └── timeseries.py ├── 6 │ ├── ex_06-01.txt │ ├── ex_06-02.out │ ├── ex_06-02.txt │ ├── ex_06-03.txt │ ├── ex_06_03.out │ └── ex_06_04.out ├── 7 │ ├── Makefile │ ├── README.md │ ├── analysis.py │ ├── cities.tsv │ ├── clean_rbrted.py │ ├── makedata.py │ ├── rbrted.csv │ ├── rbrted_cleaned.csv │ ├── small.csv │ └── sunshine.tsv └── 8 │ ├── Makefile │ └── ml.py ├── Module 2 ├── Chapter 2 │ └── B01782_Ch02_Codes.txt ├── Chapter 3 │ └── Chapter 3 codes.txt ├── Chapter 5 │ └── CHapter 5 Codes.txt ├── Chapter 6 │ └── Chapter 6 Codes.txt └── Chapter 7 │ └── Chapter 7 Codes.txt ├── Module 3 ├── Chapter1 │ └── META-INF │ │ └── MANIFEST.MF ├── Chapter2 │ ├── META-INF │ │ └── MANIFEST.MF │ ├── README │ ├── ebola.csv │ ├── ebola_plot.py │ ├── ebola_plot2.py │ ├── mortality1.csv │ ├── mortality1.py │ ├── mortality2.csv │ ├── mortality2.py │ ├── qb_data.csv │ ├── qb_records_byage.py │ └── qb_records_td.py ├── Chapter3 │ ├── 3dplot.py │ ├── squarify.py │ ├── squarify.pyc │ └── treemap.py ├── Chapter4 │ ├── addpoly.py │ ├── amzn.csv │ ├── dict_sparsematrix.py │ ├── fibonacci_memoization.py │ ├── filtered_tweets.txt │ ├── financeDataFetch.py │ ├── integral1.py │ ├── interpolate1.py │ ├── interpolate2.py │ ├── linearEquations.py │ ├── multiTickerStock.py │ ├── multipleStockPlots_WithBlockspring.py │ ├── multipleStockTickers.py │ ├── multiplyPoly.py │ ├── ndarray_timeit.py │ ├── nfl_teams.csv │ ├── nflteam_values.py │ ├── sets_example.py │ ├── showwordcloud_fromtweets.py │ ├── singleStockTicker_WithVolume.py │ ├── singleTickerStock.py │ ├── spareseDisplay.py │ ├── stock1.py │ ├── stock2.py │ ├── stockPlotBlockspring.py │ ├── stockchart1.py │ ├── stockchart2.py │ ├── trie.py │ ├── ufunc.py │ ├── vectorize1.py │ ├── vectorize_timeit.py │ ├── vectorizedDerivative.py │ ├── wordcloudInput_fromFeeds.txt │ ├── wordcloud_fromfeeds.py │ └── wordcloud_fromtweets.py ├── Chapter5 │ ├── birthday_monte_carlo.py │ ├── gross_profit.py │ ├── inventory_monte_carlo.py │ ├── k_nearest_neighbor.py │ ├── mortgageSavings_bubble.py │ ├── mortgage_savings.py │ ├── schelling_segregation.py │ ├── sports_monte_carlo.py │ ├── strike_rate.py │ ├── volatility_plot1.py │ ├── vstoxx.py │ ├── vstoxx_data_31032014.h5 │ └── vstoxx_option_quotes.h5 ├── Chapter6 │ ├── README │ ├── acceptance.py │ ├── cluster_input.csv │ ├── decision_tree.py │ ├── fruits_data.csv │ ├── game.pdf │ ├── height_weight.csv │ ├── kmeans_cluster.py │ ├── knn_1.py │ ├── knn_2.py │ ├── linear_reg.py │ ├── logistic_regression.py │ ├── naive_bayes_1.py │ ├── naive_bayes_2.py │ ├── pca.py │ ├── redundancy.py │ ├── sigmoid.py │ ├── sports.csv │ ├── svm.py │ ├── titanic_test.csv │ ├── titanic_train.csv │ ├── tree_plot.py │ └── wordcloud.py ├── Chapter7 │ ├── META-INF │ │ └── MANIFEST.MF │ └── python_code │ │ ├── README │ │ ├── bio │ │ ├── Maths.py │ │ ├── Maths.pyc │ │ ├── Modelling.py │ │ ├── Modelling.pyc │ │ ├── bio_1.py │ │ ├── phipsi.py │ │ └── phipsi.pyc │ │ ├── bioseq_example1.py │ │ ├── cluster_coefficient.py │ │ ├── examples │ │ ├── 1A12.pdb │ │ └── testTransform.pdb │ │ ├── igraph_example1.py │ │ ├── igraph_example2.py │ │ ├── igraphtool_example.py │ │ ├── lesmiserables.gml │ │ ├── networkx_acyclic.py │ │ ├── networkx_example1.py │ │ ├── networkx_example2.py │ │ ├── networkx_example3.py │ │ ├── networkx_example4.py │ │ ├── networkx_maxflow.py │ │ ├── networkx_planarity.py │ │ ├── pymc_disastermodel.py │ │ ├── pymc_example.py │ │ ├── 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