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Title: GitHub - duke-coding/Machine-Learning: 机器学习

Open Graph Title: GitHub - duke-coding/Machine-Learning: 机器学习

X Title: GitHub - duke-coding/Machine-Learning: 机器学习

Description: 机器学习. Contribute to duke-coding/Machine-Learning development by creating an account on GitHub.

Open Graph Description: 机器学习. Contribute to duke-coding/Machine-Learning development by creating an account on GitHub.

X Description: 机器学习. Contribute to duke-coding/Machine-Learning development by creating an account on GitHub.

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AdaBoosthttps://patch-diff.githubusercontent.com/duke-coding/Machine-Learning/tree/master/AdaBoost
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READMEhttps://patch-diff.githubusercontent.com/duke-coding/Machine-Learning
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#machine-learning
我的博客https://blog.csdn.net/u014793102
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#knnk-邻域算法
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码
1.简单k-NNhttps://github.com/duke-coding/Machine-Learning/tree/master/KNN/1.%E7%AE%80%E5%8D%95k-NN
2.海伦约会https://github.com/duke-coding/Machine-Learning/tree/master/kNN/2.%E6%B5%B7%E4%BC%A6%E7%BA%A6%E4%BC%9A
3.数字识别https://github.com/duke-coding/Machine-Learning/tree/master/kNN/3.%E6%95%B0%E5%AD%97%E8%AF%86%E5%88%AB
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#decision-tree决策树
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-1
1.贷款预测https://github.com/duke-coding/Machine-Learning/blob/master/Decision%20Tree/Decision%20Tree.py
2.隐形眼镜https://github.com/duke-coding/Machine-Learning/blob/master/Decision%20Tree/Sklearn-Decision%20Tree.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#navie-bayes朴素贝叶斯
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-2
1.言论过滤器https://github.com/duke-coding/Machine-Learning/blob/master/Naive%20Bayes/bayes.py
2.垃圾邮件过滤器https://github.com/duke-coding/Machine-Learning/blob/master/Naive%20Bayes/bayes-modify.py
3.新浪新闻分类器https://github.com/duke-coding/Machine-Learning/blob/master/Naive%20Bayes/nbc.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#logisticlogistic回归
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-3
1.Logistic基础训练https://github.com/duke-coding/Machine-Learning/blob/master/Logistic/LogRegres.py
2.改进的随机梯度上升算法https://github.com/duke-coding/Machine-Learning/blob/master/Logistic/LogRegres-gj.py
3.病马死亡率预测https://github.com/duke-coding/Machine-Learning/blob/master/Logistic/colicLogRegres.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#第六章svm支持向量机
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-4
1.简化版SMO算法https://github.com/duke-coding/Machine-Learning/blob/master/SVM/svm-simple.py
2.完整版SMO算法https://github.com/duke-coding/Machine-Learning/blob/master/SVM/svm-smo.py
3.非线性SVMhttps://github.com/duke-coding/Machine-Learning/blob/master/SVM/svmMLiA.py
4.Sklearn SVC手写数字识别https://github.com/duke-coding/Machine-Learning/blob/master/SVM/svm-svc.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#第七章adaboost
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-5
1.基于单层决策树的AdaBoost训练过程https://github.com/duke-coding/Machine-Learning/blob/master/AdaBoost/adaboost.py
2.在难数据集上应用AdaBoosthttps://github.com/duke-coding/Machine-Learning/blob/master/AdaBoost/horse_adaboost.py
3.sklearn实现AdaBoosthttps://github.com/duke-coding/Machine-Learning/blob/master/AdaBoost/sklearn_adaboost.py
4.ROC曲线绘制https://github.com/duke-coding/Machine-Learning/blob/master/AdaBoost/ROC.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#regression线性回归
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-6
1.线性回归(普通线性回归+局部加权线性回归)https://github.com/duke-coding/Machine-Learning/blob/master/Regression/regression_old.py
2.预测鲍鱼年龄https://github.com/duke-coding/Machine-Learning/blob/master/Regression/abalone.py
3.逐步线性回归https://github.com/duke-coding/Machine-Learning/blob/master/Regression/regression.py
4.乐高玩具二手价格预测https://github.com/duke-coding/Machine-Learning/blob/master/Regression/lego.py
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#regression-tree树回归
https://patch-diff.githubusercontent.com/duke-coding/Machine-Learning#代码-7
1.树回归https://github.com/duke-coding/Machine-Learning/blob/master/Regression%20Trees/regTrees.py
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