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# python学习机器学习学习笔记
## 一、机器学习算法理论与实战
1. [机器学习笔记一--基本概念](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B8%80--%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5.md)
2. [机器学习笔记二--单变量线性回归](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%BA%8C--%E5%8D%95%E5%8F%98%E9%87%8F%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92.md)
3. [机器学习笔记三--多变量线性回归](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B8%89--%E5%A4%9A%E5%8F%98%E9%87%8F%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92.md)
4. [机器学习笔记四--逻辑回归](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E5%9B%9B--%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92.md)
5. [机器学习笔记五--正则化](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%BA%94--%E6%AD%A3%E5%88%99%E5%8C%96.md)
6. [k-临近算法](https://github.com/daacheng/pythonForMachineLearning/blob/master/k-%E4%B8%B4%E8%BF%91%E7%AE%97%E6%B3%95.md)
7. [决策树](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E5%86%B3%E7%AD%96%E6%A0%91.md)
8. [朴素贝叶斯](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF.md)
9. [逻辑回归](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92.md)
10. [线性回归](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92.md)
## 二、自然语言处理(Natural Language Processing)
1. [自然语言处理一--基本概念理解](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86%E4%B8%80--%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5%E7%90%86%E8%A7%A3.md)
2. [自然语言处理二--4型文法与自动机概念](https://github.com/daacheng/pythonForMachineLearning/blob/master/%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86%E4%BA%8C--4%E5%9E%8B%E6%96%87%E6%B3%95%E4%B8%8E%E8%87%AA%E5%8A%A8%E6%9C%BA.md)