├── Book ├── Chapter 1 files │ └── Listings │ │ ├── Listing 1-1.txt │ │ ├── Listing 1-10.txt │ │ ├── Listing 1-11.txt │ │ ├── Listing 1-12.txt │ │ ├── Listing 1-13.txt │ │ ├── Listing 1-14.txt │ │ ├── Listing 1-15.txt │ │ ├── Listing 1-16.txt │ │ ├── Listing 1-17.txt │ │ ├── Listing 1-18.txt │ │ ├── Listing 1-19.txt │ │ ├── Listing 1-2.txt │ │ ├── Listing 1-20.txt │ │ ├── Listing 1-21.txt │ │ ├── Listing 1-22.txt │ │ ├── Listing 1-23.txt │ │ ├── Listing 1-24.txt │ │ ├── Listing 1-25.txt │ │ ├── Listing 1-26.txt │ │ ├── Listing 1-27.txt │ │ ├── Listing 1-28.txt │ │ ├── Listing 1-3.txt │ │ ├── Listing 1-4.txt │ │ ├── Listing 1-5.txt │ │ ├── Listing 1-6.txt │ │ ├── Listing 1-7.txt │ │ ├── Listing 1-8.txt │ │ └── Listing 1-9.txt ├── Chapter 2 files │ └── Listings │ │ ├── Listing 1-1.txt │ │ ├── Listing 1-10.txt │ │ ├── Listing 1-11.txt │ │ ├── Listing 1-12.txt │ │ ├── Listing 1-13.txt │ │ ├── Listing 1-14.txt │ │ ├── Listing 1-15.txt │ │ ├── Listing 1-16.txt │ │ ├── Listing 1-17.txt │ │ ├── Listing 1-18.txt │ │ ├── Listing 1-19.txt │ │ ├── Listing 1-2.txt │ │ ├── Listing 1-20.txt │ │ ├── Listing 1-3.txt │ │ ├── Listing 1-4.txt │ │ ├── Listing 1-5.txt │ │ ├── Listing 1-6.txt │ │ ├── Listing 1-7.txt │ │ ├── Listing 1-8.txt │ │ └── Listing 1-9.txt ├── Chapter 3 files │ └── Listings │ │ ├── Listing 1-1.txt │ │ ├── Listing 1-10.txt │ │ ├── Listing 1-11.txt │ │ ├── Listing 1-12.txt │ │ ├── Listing 1-13.txt │ │ ├── Listing 1-14.txt │ │ ├── Listing 1-15.txt │ │ ├── Listing 1-16.txt │ │ ├── Listing 1-17.txt │ │ ├── Listing 1-18.txt │ │ ├── Listing 1-19.txt │ │ ├── Listing 1-2.txt │ │ ├── Listing 1-20.txt │ │ ├── Listing 1-21.txt │ │ ├── Listing 1-22.txt │ │ ├── Listing 1-23.txt │ │ ├── Listing 1-24.txt │ │ ├── Listing 1-25.txt │ │ ├── Listing 1-26.txt │ │ ├── Listing 1-3.txt │ │ ├── Listing 1-4.txt │ │ ├── Listing 1-5.txt │ │ ├── Listing 1-6.txt │ │ ├── Listing 1-7.txt │ │ ├── Listing 1-8.txt │ │ └── Listing 1-9.txt ├── Chapter 4 files │ └── Listings │ │ ├── Listing 1-1.txt │ │ ├── Listing 1-10.txt │ │ ├── Listing 1-11.txt │ │ ├── Listing 1-12.txt │ │ ├── Listing 1-13.txt │ │ ├── Listing 1-14.txt │ │ ├── Listing 1-15.txt │ │ ├── Listing 1-16.txt │ │ ├── Listing 1-17.txt │ │ ├── Listing 1-18.txt │ │ ├── Listing 1-19.txt │ │ ├── Listing 1-2.txt │ │ ├── Listing 1-20.txt │ │ ├── Listing 1-21.txt │ │ ├── Listing 1-22.txt │ │ ├── Listing 1-23.txt │ │ ├── Listing 1-24.txt │ │ ├── Listing 1-25.txt │ │ ├── Listing 1-26.txt │ │ ├── Listing 1-27.txt │ │ ├── Listing 1-28.txt │ │ ├── Listing 1-29.txt │ │ ├── Listing 1-3.txt │ │ ├── Listing 1-4.txt │ │ ├── Listing 1-5.txt │ │ ├── Listing 1-6.txt │ │ ├── Listing 1-7.txt │ │ ├── Listing 1-8.txt │ │ └── Listing 1-9.txt └── Chapter 5 files │ └── Listings │ ├── Listing 1-1.txt │ ├── Listing 1-10.txt │ ├── Listing 1-11.txt │ ├── Listing 1-12.txt │ ├── Listing 1-13.txt │ ├── Listing 1-14.txt │ ├── Listing 1-15.txt │ ├── Listing 1-16.txt │ ├── Listing 1-17.txt │ ├── Listing 1-18.txt │ ├── Listing 1-19.txt │ ├── Listing 1-2.txt │ ├── Listing 1-20.txt │ ├── Listing 1-21.txt │ ├── Listing 1-22.txt │ ├── Listing 1-23.txt │ ├── Listing 1-24.txt │ ├── Listing 1-25.txt │ ├── Listing 1-26.txt │ ├── Listing 1-27.txt │ ├── Listing 1-28.txt │ ├── Listing 1-29.txt │ ├── Listing 1-3.txt │ ├── Listing 1-30.txt │ ├── Listing 1-31.txt │ ├── Listing 1-32.txt │ ├── Listing 1-33.txt │ ├── Listing 1-4.txt │ ├── Listing 1-5.txt │ ├── Listing 1-6.txt │ ├── Listing 1-7.txt │ ├── Listing 1-8.txt │ └── Listing 1-9.txt ├── LICENSE.txt ├── README.md ├── contributing.md └── datasets ├── Chapter 1 └── trip.csv ├── Chapter 2 └── concrete_data.csv ├── Chapter 3 └── yahoo_stock_prices.csv ├── Chapter 4 └── [UCI] AAAI-14 Accepted Papers - Papers.csv └── Chapter 5 └── No-show-Issue-Comma-300k.csv /Book/Chapter 1 files/Listings/Listing 1-1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-1.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-10.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-11.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-12.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-12.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-13.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-13.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-14.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-14.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-15.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-15.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-16.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-16.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-17.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-18.txt: -------------------------------------------------------------------------------- 1 | box = data.boxplot(column=['tripduration']) 2 | plt.show() -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-19.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-2.txt: -------------------------------------------------------------------------------- 1 | data = pd.read_csv('examples/trip.csv') -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-20.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-20.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-21.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-21.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-22.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-22.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-23.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-23.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-24.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-24.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-25.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-25.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-26.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-26.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-27.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-27.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-28.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-28.txt -------------------------------------------------------------------------------- /Book/Chapter 1 files/Listings/Listing 1-3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 1 files/Listings/Listing 1-3.txt -------------------------------------------------------------------------------- /Book/Chapter 1 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 2 files/Listings/Listing 1-15.txt -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-16.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 2 files/Listings/Listing 1-16.txt -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 2 files/Listings/Listing 1-17.txt -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 2 files/Listings/Listing 1-18.txt -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 2 files/Listings/Listing 1-19.txt -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-2.txt: -------------------------------------------------------------------------------- 1 | data = pd.read_csv('examples/concrete_data.csv') -------------------------------------------------------------------------------- /Book/Chapter 2 files/Listings/Listing 1-20.txt: -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-13.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-14.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-14.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-15.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-15.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-16.txt: -------------------------------------------------------------------------------- 1 | sm.stats.durbin_watson(data_log_diff) -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-17.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-18.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-19.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-2.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-20.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-20.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-21.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-21.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-22.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-22.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-23.txt: -------------------------------------------------------------------------------- 1 | print results_ARIMA_111.aic -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-24.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-24.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-25.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-25.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-26.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-26.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-3.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-4.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-5.txt: -------------------------------------------------------------------------------- 1 | evaluate_stationarity(data_train['Close_Adj'], 15) -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-6.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-6.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-7.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-7.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-8.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-8.txt -------------------------------------------------------------------------------- /Book/Chapter 3 files/Listings/Listing 1-9.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 3 files/Listings/Listing 1-9.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-1.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-10.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-10.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-11.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-11.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-12.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-12.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-13.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-13.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-14.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-14.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-15.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-15.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-16.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-16.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-17.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-18.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-18.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-19.txt: -------------------------------------------------------------------------------- 1 | perform_cluster_group_audit([0,4], 'search') -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-2.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-20.txt: -------------------------------------------------------------------------------- 1 | perform_cluster_group_audit([2,3,6], 'social') -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-21.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-21.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-22.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-22.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-23.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-23.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-24.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-24.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-25.txt: -------------------------------------------------------------------------------- 1 | plot_wordcloud(df, gmm.n_components, 'keywords') -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-26.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-26.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-27.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-27.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-28.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-28.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-29.txt: -------------------------------------------------------------------------------- 1 | plot_wordcloud(df, dpgmm.n_components, 'keywords') -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-3.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-4.txt -------------------------------------------------------------------------------- /Book/Chapter 4 files/Listings/Listing 1-5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 4 files/Listings/Listing 1-5.txt 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-------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-17.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-17.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-18.txt: -------------------------------------------------------------------------------- 1 | data.boxplot(column=['Age'], return_type='axes', by='Status') 2 | plt.show() -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-19.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-19.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-2.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-20.txt: -------------------------------------------------------------------------------- 1 | data.boxplot(column=['AwaitingTime'], return_type='axes', by='Status') 2 | plt.show() -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-21.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-21.txt 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1-25.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-25.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-26.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-26.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-27.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Apress/python-ml-case-studies/HEAD/Book/Chapter 5 files/Listings/Listing 1-27.txt -------------------------------------------------------------------------------- /Book/Chapter 5 files/Listings/Listing 1-28.txt: 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