文件列表:

Chapter01 (0, 2016-06-17)
Chapter01\bike_day.csv (57569, 2013-12-20)
Chapter01\bike_hour.csv (1156736, 2013-12-20)
Chapter01\bike_sharing.py (1787, 2015-12-26)
Chapter01\data_multivar.txt (10308, 2015-12-23)
Chapter01\data_singlevar.txt (512, 2015-12-22)
Chapter01\housing.py (2645, 2015-12-24)
Chapter01\label_encoder.py (714, 2015-12-22)
Chapter01\linear_regression_singlevar.py (1861, 2015-12-23)
Chapter01\preprocessing.py (1009, 2016-01-06)
Chapter01\regression_multivar.py (2763, 2015-12-25)
Chapter02 (0, 2016-06-17)
Chapter02\adult.data.txt (3974305, 2015-12-20)
Chapter02\car.data.txt (51867, 2015-12-20)
Chapter02\car.py (3509, 2016-05-26)
Chapter02\confusion_matrix.py (848, 2016-05-18)
Chapter02\data_multivar.txt (4818, 2015-12-31)
Chapter02\income.py (2588, 2016-05-26)
Chapter02\logistic_regression.py (1913, 2016-05-18)
Chapter02\naive_bayes.py (2142, 2016-05-18)
Chapter02\simple_classifier.py (826, 2016-01-23)
Chapter03 (0, 2016-06-17)
Chapter03\building_event_binary.txt (193528, 2016-01-06)
Chapter03\building_event_multiclass.txt (6768, 2016-01-06)
Chapter03\data_multivar.txt (3544, 2015-12-31)
Chapter03\data_multivar_imbalance.txt (14165, 2016-01-01)
Chapter03\event.py (1781, 2016-01-16)
Chapter03\perform_grid_search.py (1369, 2016-01-01)
Chapter03\svm.py (1779, 2016-01-16)
Chapter03\svm_confidence.py (1158, 2016-01-16)
Chapter03\svm_imbalance.py (1757, 2016-01-16)
Chapter03\traffic.py (1548, 2016-01-06)
Chapter03\traffic_data.txt (526911, 2016-01-06)
Chapter03\utilities.py (3306, 2016-05-18)
Chapter04 (0, 2016-06-17)
Chapter04\agglomerative.py (2036, 2016-02-11)
Chapter04\customer_segmentation.py (1811, 2016-02-12)
Chapter04\data_multivar.txt (1969, 2016-01-30)
Chapter04\data_perf.txt (2474, 2016-02-06)
Chapter04\estimate_clusters.py (2334, 2016-02-09)
... ...

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