文件名称:python与数据科学代码
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《python与数据科学》全部源码，为ipynb格式。(all source code of "Python and data science")
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下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| chapter2 | 0 | 2017-02-06 |
| chapter2\第一节.ipynb | 9147 | 2016-12-25 |
| chapter2\第三节.ipynb | 10670 | 2016-09-20 |
| chapter2\第二节.ipynb | 16290 | 2016-09-20 |
| chapter3 | 0 | 2017-02-06 |
| chapter3\data | 0 | 2016-09-24 |
| chapter3\data\BASKETS.txt | 56038 | 2001-06-27 |
| chapter3\data\course.doc | 25088 | 2016-09-24 |
| chapter3\data\DRUG.txt | 8028 | 2001-06-27 |
| chapter3\第一节.ipynb | 29409 | 2016-09-28 |
| chapter3\第二节.ipynb | 76635 | 2016-09-27 |
| chapter4 | 0 | 2017-02-06 |
| chapter4\data | 0 | 2016-09-24 |
| chapter4\data\abalone.txt | 197357 | 2011-01-19 |
| chapter4\data\ex0.txt | 5600 | 2011-01-08 |
| chapter4\data\figure_2.png | 59905 | 2015-10-11 |
| chapter4\data\figure_3.png | 39152 | 2015-10-12 |
| chapter4\data\figure_4.png | 28732 | 2015-10-12 |
| chapter4\data\testSet.txt | 19472 | 2015-05-04 |
| chapter4\data\单因素方差分析数据.txt | 232 | 2015-06-02 |
| chapter4\data\独立样本T检验数据.xls | 10752 | 2015-06-02 |
| chapter4\List vs Numpy.ipynb | 3648 | 2016-09-24 |
| chapter4\section1.ipynb | 13748 | 2016-10-13 |
| chapter4\section2.ipynb | 8820 | 2016-09-24 |
| chapter4\Section3.ipynb | 2834 | 2015-10-12 |
| chapter4\Section4.ipynb | 5256 | 2016-10-17 |
| chapter5 | 0 | 2017-02-06 |
| chapter5\DecisionTreeClassifier.py | 1881 | 2015-10-13 |
| chapter5\DecisionTreeRegressor.py | 1118 | 2015-10-13 |
| chapter5\iris.pdf | 22476 | 2016-11-22 |
| chapter5\kNN_DTree_NBayes.py | 3417 | 2015-10-13 |
| chapter5\RandomForestRegressor.py | 1075 | 2015-10-14 |
| chapter5\Scikit-learn使用总结.ipynb | 19240 | 2016-12-02 |
| chapter5\SilhouetteAnalysisOnKMeans.py | 3417 | 2015-10-14 |
| chapter5\第一节.ipynb | 4199 | 2016-11-08 |
| chapter5\第七节.ipynb | 171518 | 2016-12-06 |
| chapter5\第三节.ipynb | 134316 | 2016-11-22 |
| chapter5\第二节.ipynb | 9025 | 2016-11-05 |
| chapter5\第五节.ipynb | 454192 | 2016-12-06 |
| chapter5\第八节.ipynb | 3172 | 2016-10-17 |
| chapter5\第六节.ipynb | 3400 | 2016-10-17 |
| chapter5\第四节.ipynb | 3300 | 2016-10-16 |
| chapter6 | 0 | 2017-02-06 |
| chapter6\1 test_jieba 中文分词.ipynb | 258892 | 2016-12-20 |
| chapter6\2 test_tfidf.ipynb | 6915 | 2016-12-20 |
| chapter6\3 test_classification.ipynb | 11731 | 2016-12-20 |
| chapter6\4 cluster_analysis.ipynb | 405015 | 2016-12-20 |
| chapter6\5 test_sentiment.ipynb | 6131 | 2016-12-17 |
| chapter6\data | 0 | 2016-12-17 |
| chapter6\data\baoyu.jpg | 61202 | 2016-12-17 |
| chapter6\data\doc_cluster.pkl | 435 | 2015-06-29 |
| chapter6\data\doc_cluster.pkl_01.npy | 22600 | 2015-06-29 |
| chapter6\data\doc_cluster.pkl_02.npy | 480 | 2015-06-29 |
| chapter6\data\Film Scrape.ipynb | 4513815 | 2016-12-16 |
| chapter6\data\genres_list.txt | 3112 | 2015-06-29 |
| chapter6\data\header_short.jpg | 39317 | 2015-06-29 |
| chapter6\data\hlm.txt | 2641130 | 2016-12-17 |
| chapter6\data\hlmDic.scel | 119992 | 2016-12-17 |
| chapter6\data\hlmDic.txt | 49542 | 2016-12-17 |
| chapter6\data\link_list_imdb.txt | 3700 | 2015-06-29 |
| chapter6\data\simhei.ttf | 9751960 | 2009-06-11 |
| chapter6\data\sougou2txt | 5535 | 2016-12-17 |
| chapter6\data\stopwords.txt | 9012 | 2016-12-17 |
| chapter6\data\synopses_list_imdb.txt | 839682 | 2015-06-29 |
| chapter6\data\synopses_list_wiki.txt | 985691 | 2015-06-29 |
| chapter6\data\title_list.txt | 1738 | 2015-06-29 |
| chapter6\polarityData | 0 | 2016-10-27 |
| chapter6\polarityData\rt-polaritydata | 0 | 2016-10-27 |
| chapter6\polarityData\rt-polaritydata.README.1.0.txt | 1628 | 2015-01-04 |
| chapter6\polarityData\rt-polaritydata\rt-polarity-neg.txt | 612290 | 2015-01-04 |
| chapter6\polarityData\rt-polaritydata\rt-polarity-pos.txt | 626168 | 2015-01-04 |