MLInActionCode-master

代码说明：

  机器学习实战的源代码集合，第一部分主要介绍机器学习基础，以及如何利用算法进行分类，并逐步介绍了多种经典的监督学习算法，如k近邻算法、朴素贝叶斯算法、Logistic回归算法、支持向量机、AdaBoost集成方法、基于树的回归算法和分类回归树（CART）算法等。第三部分则重点介绍无监督学习及其一些主要算法：k均值聚类算法、Apriori算法、FP-Growth算法。第四部分介绍了机器学习算法的一些附属工具(Machine learning combat source code collection)

文件列表：

MLInActionCode-master, 0 , 2015-12-31
MLInActionCode-master\.project, 385 , 2015-12-31
MLInActionCode-master\.pydevproject, 431 , 2015-12-31
MLInActionCode-master\.settings, 0 , 2015-12-31
MLInActionCode-master\.settings\org.eclipse.core.resources.prefs, 613 , 2015-12-31
MLInActionCode-master\BPNet, 0 , 2015-12-31
MLInActionCode-master\BPNet\BPNet.py, 6990 , 2015-12-31
MLInActionCode-master\BPNet\BPNetData.txt, 11654 , 2015-12-31
MLInActionCode-master\BPNet\BoltzmannNet.py, 8139 , 2015-12-31
MLInActionCode-master\BPNet\Kohoen.py, 5424 , 2015-12-31
MLInActionCode-master\BPNet\SOMnetData.txt, 5924 , 2015-12-31
MLInActionCode-master\BPNet\boltzmannData.txt, 270 , 2015-12-31
MLInActionCode-master\BPNet\contour_demo.py, 3496 , 2015-12-31
MLInActionCode-master\BPNet\gailv.txt, 292297 , 2015-12-31
MLInActionCode-master\BPNet\jobboleTest.py, 1478 , 2015-12-31
MLInActionCode-master\BPNet\som.py, 4841 , 2015-12-31
MLInActionCode-master\Ch02, 0 , 2015-12-31
MLInActionCode-master\Ch02\.gitignore, 9 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS, 0 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS\README.txt, 522 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS\createDist.py, 2052 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS\createDist2.py, 2162 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS\createFirstPlot.py, 561 , 2015-12-31
MLInActionCode-master\Ch02\EXTRAS\testSet.txt, 0 , 2015-12-31
MLInActionCode-master\Ch02\README.txt, 240 , 2015-12-31
MLInActionCode-master\Ch02\datingTestSet.txt, 35725 , 2015-12-31
MLInActionCode-master\Ch02\datingTestSet2.txt, 27067 , 2015-12-31
MLInActionCode-master\Ch02\digits.zip, 739988 , 2015-12-31
MLInActionCode-master\Ch02\kNN.py, 4268 , 2015-12-31
MLInActionCode-master\Ch02\testSet.txt, 0 , 2015-12-31
MLInActionCode-master\Ch03, 0 , 2015-12-31
MLInActionCode-master\Ch03\.gitignore, 28 , 2015-12-31
MLInActionCode-master\Ch03\classifierStorage.txt, 101 , 2015-12-31
MLInActionCode-master\Ch03\lenses.txt, 795 , 2015-12-31
MLInActionCode-master\Ch03\treePlotter.py, 3911 , 2015-12-31
MLInActionCode-master\Ch03\trees.py, 4170 , 2015-12-31
MLInActionCode-master\Ch04, 0 , 2015-12-31
MLInActionCode-master\Ch04\.gitignore, 11 , 2015-12-31
MLInActionCode-master\Ch04\EXTRAS, 0 , 2015-12-31
MLInActionCode-master\Ch04\EXTRAS\README.txt, 522 , 2015-12-31
MLInActionCode-master\Ch04\EXTRAS\create2Normal.py, 961 , 2015-12-31
MLInActionCode-master\Ch04\EXTRAS\monoDemo.py, 456 , 2015-12-31
MLInActionCode-master\Ch04\bayes.py, 7247 , 2015-12-31
MLInActionCode-master\Ch04\email.zip, 15141 , 2015-12-31
MLInActionCode-master\Ch04\email, 0 , 2015-12-31
MLInActionCode-master\Ch04\email\ham, 0 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\1.txt, 148 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\10.txt, 86 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\11.txt, 130 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\12.txt, 182 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\13.txt, 174 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\14.txt, 172 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\15.txt, 531 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\16.txt, 90 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\17.txt, 464 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\18.txt, 175 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\19.txt, 161 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\2.txt, 234 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\20.txt, 208 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\21.txt, 234 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\22.txt, 330 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\23.txt, 608 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\24.txt, 42 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\25.txt, 89 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\3.txt, 371 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\4.txt, 207 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\5.txt, 114 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\6.txt, 1464 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\7.txt, 109 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\8.txt, 638 , 2015-12-31
MLInActionCode-master\Ch04\email\ham\9.txt, 146 , 2015-12-31
MLInActionCode-master\Ch04\email\spam, 0 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\1.txt, 238 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\10.txt, 217 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\11.txt, 414 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\12.txt, 188 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\13.txt, 252 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\14.txt, 210 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\15.txt, 338 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\16.txt, 338 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\17.txt, 254 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\18.txt, 258 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\19.txt, 398 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\2.txt, 298 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\20.txt, 362 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\21.txt, 229 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\22.txt, 362 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\23.txt, 338 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\24.txt, 338 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\25.txt, 264 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\3.txt, 414 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\4.txt, 229 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\5.txt, 238 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\6.txt, 252 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\7.txt, 169 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\8.txt, 338 , 2015-12-31
MLInActionCode-master\Ch04\email\spam\9.txt, 169 , 2015-12-31
MLInActionCode-master\Ch05, 0 , 2015-12-31
MLInActionCode-master\Ch05\.gitignore, 15 , 2015-12-31
MLInActionCode-master\Ch05\EXTRAS, 0 , 2015-12-31