The writer is an expert in Prateek Joshi. AI. This book focuses on the analysis of in-depth learning in machine-based learning, and attaches many classic cases, which are worth reading.

Filename	Size	Update
Python机器学习经典实例代码\Chapter01\bike_day.csv	57569	2013-12-20
Python机器学习经典实例代码\Chapter01\bike_hour.csv	1156736	2013-12-20
Python机器学习经典实例代码\Chapter01\bike_sharing.py	1787	2015-12-26
Python机器学习经典实例代码\Chapter01\data_multivar.txt	10308	2015-12-23
Python机器学习经典实例代码\Chapter01\data_singlevar.txt	512	2015-12-22
Python机器学习经典实例代码\Chapter01\housing.py	2645	2015-12-24
Python机器学习经典实例代码\Chapter01\label_encoder.py	714	2015-12-22
Python机器学习经典实例代码\Chapter01\linear_regression_singlevar.py	1861	2015-12-23
Python机器学习经典实例代码\Chapter01\preprocessing.py	1009	2016-01-06
Python机器学习经典实例代码\Chapter01\regression_multivar.py	2763	2015-12-25
Python机器学习经典实例代码\Chapter02\adult.data.txt	3974305	2015-12-20
Python机器学习经典实例代码\Chapter02\car.data.txt	51867	2015-12-20
Python机器学习经典实例代码\Chapter02\car.py	3509	2016-05-26
Python机器学习经典实例代码\Chapter02\confusion_matrix.py	848	2016-05-18
Python机器学习经典实例代码\Chapter02\data_multivar.txt	4818	2015-12-31
Python机器学习经典实例代码\Chapter02\income.py	2588	2016-05-26
Python机器学习经典实例代码\Chapter02\logistic_regression.py	1913	2016-05-18
Python机器学习经典实例代码\Chapter02\naive_bayes.py	2142	2016-05-18
Python机器学习经典实例代码\Chapter02\simple_classifier.py	826	2016-01-23
Python机器学习经典实例代码\Chapter03\building_event_binary.txt	193528	2016-01-06
Python机器学习经典实例代码\Chapter03\building_event_multiclass.txt	6768	2016-01-06
Python机器学习经典实例代码\Chapter03\data_multivar.txt	3544	2015-12-31
Python机器学习经典实例代码\Chapter03\data_multivar_imbalance.txt	14165	2016-01-01
Python机器学习经典实例代码\Chapter03\event.py	1781	2016-01-16
Python机器学习经典实例代码\Chapter03\perform_grid_search.py	1369	2016-01-01
Python机器学习经典实例代码\Chapter03\svm.py	1779	2016-01-16
Python机器学习经典实例代码\Chapter03\svm_confidence.py	1158	2016-01-16
Python机器学习经典实例代码\Chapter03\svm_imbalance.py	1757	2016-01-16
Python机器学习经典实例代码\Chapter03\traffic.py	1548	2016-01-06
Python机器学习经典实例代码\Chapter03\traffic_data.txt	526911	2016-01-06
Python机器学习经典实例代码\Chapter03\utilities.py	3306	2016-05-18
Python机器学习经典实例代码\Chapter04\agglomerative.py	2036	2016-02-11
Python机器学习经典实例代码\Chapter04\customer_segmentation.py	1811	2016-02-12
Python机器学习经典实例代码\Chapter04\data_multivar.txt	1969	2016-01-30
Python机器学习经典实例代码\Chapter04\data_perf.txt	2474	2016-02-06
Python机器学习经典实例代码\Chapter04\estimate_clusters.py	2334	2016-02-09
Python机器学习经典实例代码\Chapter04\flower_image.jpg	227076	2016-02-04
Python机器学习经典实例代码\Chapter04\kmeans.py	1887	2016-02-12
Python机器学习经典实例代码\Chapter04\mean_shift.py	1247	2016-01-30
Python机器学习经典实例代码\Chapter04\performance.py	1086	2016-02-06
Python机器学习经典实例代码\Chapter04\stock_market.py	1405	2016-02-11
Python机器学习经典实例代码\Chapter04\symbol_map.json	1434	2016-02-09
Python机器学习经典实例代码\Chapter04\utilities.py	3216	2016-01-30
Python机器学习经典实例代码\Chapter04\utilities.pyc	3631	2016-05-18
Python机器学习经典实例代码\Chapter04\vector_quantization.py	2202	2016-02-11
Python机器学习经典实例代码\Chapter04\wholesale.csv	15021	2016-02-09
Python机器学习经典实例代码\Chapter05\data_nn_classifier.txt	1768	2016-02-16
Python机器学习经典实例代码\Chapter05\euclidean_score.py	1157	2016-02-16
Python机器学习经典实例代码\Chapter05\find_similar_users.py	1128	2016-02-16
Python机器学习经典实例代码\Chapter05\function_composition.py	792	2016-02-14
Python机器学习经典实例代码\Chapter05\knn.py	1056	2016-02-14
Python机器学习经典实例代码\Chapter05\movie_ratings.json	1228	2016-02-12
Python机器学习经典实例代码\Chapter05\movie_recommendations.py	1829	2016-02-16
Python机器学习经典实例代码\Chapter05\nn_classification.py	2598	2016-02-16
Python机器学习经典实例代码\Chapter05\nn_regression.py	1095	2016-02-16
Python机器学习经典实例代码\Chapter05\pearson_score.py	1857	2016-02-19
Python机器学习经典实例代码\Chapter05\pipeline.py	1526	2016-05-18
Python机器学习经典实例代码\Chapter05\utilities.py	344	2016-02-16
Python机器学习经典实例代码\Chapter06\bag_of_words.py	1220	2016-03-05
Python机器学习经典实例代码\Chapter06\chunking.py	767	2016-03-05
Python机器学习经典实例代码\Chapter06\data_topic_modeling.txt	523	2016-03-03
Python机器学习经典实例代码\Chapter06\gender_identification.py	1162	2016-03-01
Python机器学习经典实例代码\Chapter06\lemmatizer.py	604	2016-03-05
Python机器学习经典实例代码\Chapter06\sentiment_analysis.py	2166	2016-03-01
Python机器学习经典实例代码\Chapter06\stemmer.py	757	2016-03-05
Python机器学习经典实例代码\Chapter06\tfidf.py	1580	2016-03-05
Python机器学习经典实例代码\Chapter06\tokenizer.py	837	2016-02-27
Python机器学习经典实例代码\Chapter06\topic_modeling.py	2182	2016-03-05
Python机器学习经典实例代码\Chapter07\extract_freq_features.py	849	2016-03-20
Python机器学习经典实例代码\Chapter07\extract_mfcc.py	849	2016-03-20
Python机器学习经典实例代码\Chapter07\freq_transform.py	996	2016-03-19
Python机器学习经典实例代码\Chapter07\generate.py	1103	2016-03-19
Python机器学习经典实例代码\Chapter07\input_freq.wav	6546	2010-12-10
Python机器学习经典实例代码\Chapter07\input_read.wav	264644	2016-03-19
Python机器学习经典实例代码\Chapter07\read_plot.py	712	2016-03-19
Python机器学习经典实例代码\Chapter07\speech_recognizer.py	3704	2016-03-21
Python机器学习经典实例代码\Chapter07\synthesize_music.py	1537	2016-03-21
Python机器学习经典实例代码\Chapter07\tone_freq_map.json	196	2016-03-17
Python机器学习经典实例代码\Chapter08\convert_to_timeseries.py	1133	2016-03-24
Python机器学习经典实例代码\Chapter08\crf.py	2238	2016-03-30
Python机器学习经典实例代码\Chapter08\data_hmm.txt	40241	2016-03-27
Python机器学习经典实例代码\Chapter08\data_timeseries.txt	17228	2016-03-24
Python机器学习经典实例代码\Chapter08\extract_stats.py	854	2016-03-24
Python机器学习经典实例代码\Chapter08\hmm.py	1028	2016-04-01
Python机器学习经典实例代码\Chapter08\hmm_stock.py	1229	2016-05-26
Python机器学习经典实例代码\Chapter08\operating_on_data.py	873	2016-03-24
Python机器学习经典实例代码\Chapter08\slicing_data.py	632	2016-03-24
Python机器学习经典实例代码\Chapter09\box.png	136653	2016-04-02
Python机器学习经典实例代码\Chapter09\build_features.py	6010	2016-05-23
Python机器学习经典实例代码\Chapter09\chair.jpg	81854	2016-04-02
Python机器学习经典实例代码\Chapter09\corner_detector.py	539	2016-04-03
Python机器学习经典实例代码\Chapter09\edge_detector.py	598	2016-04-02
Python机器学习经典实例代码\Chapter09\feature_detector.py	461	2016-05-23
Python机器学习经典实例代码\Chapter09\forest.jpg	175733	2016-04-02
Python机器学习经典实例代码\Chapter09\histogram_equalizer.py	692	2016-04-02
Python机器学习经典实例代码\Chapter09\object_recognizer.py	1574	2016-05-23
Python机器学习经典实例代码\Chapter09\operating_on_images.py	822	2016-04-02
Python机器学习经典实例代码\Chapter09\star_detector.py	783	2016-05-23
Python机器学习经典实例代码\Chapter09\sunrise.jpg	30958	2016-04-02
Python机器学习经典实例代码\Chapter09\table.jpg	56320	2016-04-03

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