李航统计学习方法

实现李航的统计学习方法一书上的算法

选择这本书的原因主要是因为本书名声在外，对重点机器学习算法覆盖比较全面，关键是比较薄 ;)。

书上的例子也是很方便的测试材料

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Boosting.ipynb		Boosting.ipynb
CRF.ipynb		CRF.ipynb
EM algorithm.ipynb		EM algorithm.ipynb
HMM.ipynb		HMM.ipynb
KNN.ipynb		KNN.ipynb
README.md		README.md
SVM.ipynb		SVM.ipynb
logistic regression & maximum entropy.ipynb		logistic regression & maximum entropy.ipynb
决策树.ipynb		决策树.ipynb
感知机.ipynb		感知机.ipynb
朴素贝叶斯.ipynb		朴素贝叶斯.ipynb
统计学习方法概论.ipynb		统计学习方法概论.ipynb

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.ipynb_checkpoints

.ipynb_checkpoints

Boosting.ipynb

Boosting.ipynb

CRF.ipynb

CRF.ipynb

EM algorithm.ipynb

EM algorithm.ipynb

HMM.ipynb

HMM.ipynb

KNN.ipynb

KNN.ipynb

README.md

README.md

SVM.ipynb

SVM.ipynb

logistic regression & maximum entropy.ipynb

logistic regression & maximum entropy.ipynb

决策树.ipynb

决策树.ipynb

感知机.ipynb

感知机.ipynb

朴素贝叶斯.ipynb

朴素贝叶斯.ipynb

统计学习方法概论.ipynb

统计学习方法概论.ipynb

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李航统计学习方法

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李航 统计学习方法

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李航统计学习方法