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10混合高斯
10混合高斯
11隐马尔可夫
11隐马尔可夫
12EM算法
12EM算法
13关联分析
13关联分析
1线性回归
1线性回归
2逻辑回归
2逻辑回归
3SVM
3SVM
4决策树
4决策树
6贝叶斯
6贝叶斯
7K近邻-KNN
7K近邻-KNN
8K-means
8K-means
9降维
9降维
.gitattributes
.gitattributes
1手写KNN.ipynb
1手写KNN.ipynb
2手写决策树.ipynb
2手写决策树.ipynb
3线性回归.ipynb
3线性回归.ipynb
4逻辑回归.ipynb
4逻辑回归.ipynb
5kmeans聚类.ipynb
5kmeans聚类.ipynb
README.md
README.md
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ML-hand
主要是各种机器学习算法的手写实现
参考了很多大佬的代码,由于时间过得太久了,好多参考的来源都忘记了。这里只好对各位大佬们说声抱歉
希望可以对机器学习的初学者有所帮助。
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各种机器学习算法的手写实现
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