文件名称:MLInActionCode-master
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- 上传时间：2018-01-22
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文件大小：15.42mb
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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)
相关搜索： 机器学习实战编程源代码
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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 |
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| MLInActionCode-master\Ch04\email\spam | 0 | 2015-12-31 |
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| 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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