linxiaogang45 / MachineLearning

Some machine learning algorithm

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MachineLearning

Some machine learning algorithm. Use python3 and pycharm implement some Machine learning algorithm , such as SVM , linaer regression and decision tree.continue update.

1.The svm have been finished,Related blog links:https://www.jianshu.com/p/8fd28df734a0
2.The aggregation model have been finished,Related blog links: https://www.jianshu.com/p/1c3eed439276
3.The random forest have been finished,Related blog links:https://www.jianshu.com/p/36d8f220fcc8
4.The decision tree have been finished,Related blog links:https://www.jianshu.com/p/67ff73e51720
5.The Gradient Boosted Decision Tree have been finished,Related blog links:https://www.jianshu.com/p/a5a5e7305479
6.The Neural Network have been finished,Related blog links:https://www.jianshu.com/p/3a2f1de5c197
7.The PCA and autoencode have been finished,Related blog links:https://www.jianshu.com/p/bb76b5714e49
8.The RBF Network have been finished,Related blog links:https://www.jianshu.com/p/c0070c4dd94b
9.The Matrix Factorization have been finished,Related blog links:https://www.jianshu.com/p/af49053832c5
10.The EM algorithm have been finished,Related blog links:https://www.jianshu.com/p/c8ac8cd5471b
11.The HMM algorithm have been finished,Related blog links:https://www.jianshu.com/p/0fb777cae3b7
12.The linear model have been finished,Related blog links:https://www.jianshu.com/p/48b5979c4d4a
13.The Factorization Machine have been finished,Related blog links:https://www.jianshu.com/p/782169aa8098
14.The Quasi-Newton Method have been finished,Related blog links:https://www.jianshu.com/p/c5f42339103d
15.The Label Propagation Algorithm have been finished,Related blog links:https://www.jianshu.com/p/cff65d7595f9
16.The recommender system have been finished,Related blog links:https://www.jianshu.com/p/d3f7a62d04c7

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Some machine learning algorithm


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Language:Jupyter Notebook 71.1%Language:Python 28.9%