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文件名称:MLInActionCode-master

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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)
(系统自动生成,下载前可以参看下载内容)

下载文件列表

文件名大小更新时间
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

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