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Title: GitHub - bits-quant/lihang_algorithms: 用python和sklearn两种方法实现李航《统计学习方法》中的算法

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X Title: GitHub - bits-quant/lihang_algorithms: 用python和sklearn两种方法实现李航《统计学习方法》中的算法

Description: 用python和sklearn两种方法实现李航《统计学习方法》中的算法. Contribute to bits-quant/lihang_algorithms development by creating an account on GitHub.

Open Graph Description: 用python和sklearn两种方法实现李航《统计学习方法》中的算法. Contribute to bits-quant/lihang_algorithms development by creating an account on GitHub.

X Description: 用python和sklearn两种方法实现李航《统计学习方法》中的算法. Contribute to bits-quant/lihang_algorithms development by creating an account on GitHub.

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perceptron	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/tree/master/perceptron
perceptron	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/tree/master/perceptron
svm	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/tree/master/svm
svm	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/tree/master/svm
README.md	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms/blob/master/README.md
README	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#lihang_algorithms
http://yann.lecun.com/exdb/mnist/	http://yann.lecun.com/exdb/mnist/
https://www.kaggle.com/c/digit-recognizer/data	https://www.kaggle.com/c/digit-recognizer/data
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第二章-感知机
train.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train.csv
train_binary.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train_binary.csv
perceptron/perceptron.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/perceptron/perceptron.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/perceptron_result.png
perceptron/perceptron_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/perceptron/perceptron_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/perceptron_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第三章-k邻近法
knn/knn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/knn/knn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/knn_result.png
knn/knn_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/knn/knn_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/knn_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第四章-朴素贝叶斯法
naive_bayes/naive_bayes.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/naive_bayes/naive_bayes.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/naive_bayes_result.png
naive_bayes/naive_bayes_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/naive_bayes/naive_bayes_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/naive_bayes_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第五章-决策树
decision_tree/ID3.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/decision_tree/ID3.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/ID3_result.png
decision_tree/C45.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/decision_tree/C45.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/C45_result.png
decision_tree/decision_tree_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/decision_tree/decision_tree_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/decision_tree_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第六章-逻辑斯谛回归
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#二项逻辑斯谛回归
train_binary.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train_binary.csv
logistic_regression/logistic_regression.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/logistic_regression/logistic_regression.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/logistic_regression_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#多项逻辑斯谛回归
train.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train.csv
logistic_regression/logistic_regression_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/logistic_regression/logistic_regression_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/logistic_regression_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第六章-最大熵模型
	https://www.codecogs.com/eqnedit.php?latex=f(x,y)=\left\{\begin{matrix}&space;1&space;&&space;(x,y)\in&space;train&space;set&space;\\&space;0&space;&&space;else&space;\end{matrix}\right.
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	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/maxEnt_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第七章-支持向量机
train_binary.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train_binary.csv
svm/svm_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/svm/svm_sklearn.py
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/svm_sklearn_result.png
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#第八章-提升方法
	https://patch-diff.githubusercontent.com/bits-quant/lihang_algorithms#adaboost算法
AdaBoost/AdaBoost_sklearn.py	https://github.com/fuqiuai/lihang_algorithms/blob/master/AdaBoost/AdaBoost_sklearn.py
train.csv	https://github.com/fuqiuai/lihang_algorithms/blob/master/data/train.csv
	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/Adaboost_sklearn_result_1.png
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	https://raw.githubusercontent.com/fuqiuai/lihang_algorithms/master/imgs/Adaboost_sklearn_result_2.png
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