# Machine-Learning

**Repository Path**: zcc888/Machine-Learning

## Basic Information

- **Project Name**: Machine-Learning
- **Description**: 机器学习实战（Python3）
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2017-08-08
- **Last Updated**: 2021-06-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Machine-Learning
* 贵有恒，何必三更起五更睡；最无益，只怕一日暴十寒。<br>
* [我的博客](http://blog.csdn.net/c406495762 "悬停显示")<br>
* 机器学习实战（详细代码注释+训练数据集），持续更新中！<br>
* 欢迎关注我的[机器学习博客专栏](http://blog.csdn.net/column/details/16415.html "悬停显示")<br>

## 第二章：kNN（k-邻域算法）

### 博客

  [Python3《机器学习实战》学习笔记(一)：k-近邻算法(史诗级干货长文)](http://blog.csdn.net/c406495762/article/details/75172850 "悬停显示")
  
### 代码

* [1.简单k-NN](https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/1.%E7%AE%80%E5%8D%95k-NN "悬停显示")

* [2.海伦约会](https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/2.%E6%B5%B7%E4%BC%A6%E7%BA%A6%E4%BC%9A "悬停显示")

* [3.数字识别](https://github.com/Jack-Cherish/Machine-Learning/tree/master/kNN/3.%E6%95%B0%E5%AD%97%E8%AF%86%E5%88%AB "悬停显示")

## 第三章：Decision Tree（决策树）

### 博客

  [Python3《机器学习实战》学习笔记(二)：决策树基础篇之让我们从相亲说起](http://blog.csdn.net/c406495762/article/details/75663451 "悬停显示")
  
  [Python3《机器学习实战》学习笔记(三)：决策树实战篇之为自己配个隐形眼镜](http://blog.csdn.net/c406495762/article/details/76262487 "悬停显示")
  
### 代码
  
* [1.贷款预测](https://github.com/Jack-Cherish/Machine-Learning/blob/master/Decision%20Tree/Decision%20Tree.py "悬停显示")

* [2.隐形眼镜](https://github.com/Jack-Cherish/Machine-Learning/blob/master/Decision%20Tree/Sklearn-Decision%20Tree.py "悬停显示")