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update readme and add colab.
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‎01_base/README.md‎

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# Python基础
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [01_base/01_字符串类型_str.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/01_字符串类型_str.ipynb) | Python字符串类型 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/01_字符串类型_str.ipynb) |
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| [01_base/02_列表类型_list.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/02_列表类型_list.ipynb) | Python列表类型 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/02_列表类型_list.ipynb) |
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| [01_base/03_元组类型_tuple.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/03_元组类型_tuple.ipynb) | Python元组 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/03_元组类型_tuple.ipynb) |
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| [01_base/04_字典类型_dict.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/04_字典类型_dict.ipynb) | Python字典 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/04_字典类型_dict.ipynb) |
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| [01_base/05_集合类型_set.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/05_集合类型_set.ipynb) | Python集合 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/05_集合类型_set.ipynb) |
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| [01_base/06_条件判断_if.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/06_条件判断_if.ipynb) | Python条件判断 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/06_条件判断_if.ipynb) |
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| [01_base/07_列表推导式.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/07_列表推导式.ipynb) | Python列表推导式 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/07_列表推导式.ipynb) |
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| [01_base/08_循环结构_loop.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/08_循环结构_loop.ipynb) | Python循环 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/08_循环结构_loop.ipynb) |
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| [01_base/09_函数和模块.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/09_函数和模块.ipynb) | Python函数 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/09_函数和模块.ipynb) |
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| [01_base/10_文件和异常.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/10_文件和异常.ipynb) | Python文件和异常 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/10_文件和异常.ipynb) |
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| [01_base/11_线程和进程.ipynb](https://github.com/shibing624/python-tutorial/blob/master/01_base/11_线程和进程.ipynb) | Python多线程和多进程 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/01_base/11_线程和进程.ipynb) |

‎02_advanced/README.md‎

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# Python高阶
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [02_advanced/01_系统交互_os.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/01_系统交互_os.ipynb) | Python系统交互操作 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/01_系统交互_os.ipynb) |
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| [02_advanced/02_数据库_sql.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/02_数据库_sql.ipynb) | Python操作mysql数据库 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/02_数据库_sql.ipynb) |
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| [02_advanced/03_高阶函数.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/03_高阶函数.ipynb) | map、filter、lambda高阶函数 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/03_高阶函数.ipynb) |
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| [02_advanced/04_迭代器与生成器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/04_迭代器与生成器.ipynb) | 迭代器和yield生成器 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/04_迭代器与生成器.ipynb) |
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| [02_advanced/05_上下文管理器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/05_上下文管理器.ipynb) | with语句 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/05_上下文管理器.ipynb) |
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| [02_advanced/06_装饰器.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/06_装饰器.ipynb) | Decorator装饰器 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/06_装饰器.ipynb) |
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| [02_advanced/07_面向对象编程.ipynb](https://github.com/shibing624/python-tutorial/blob/master/02_advanced/07_面向对象编程.ipynb) | Python类 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/02_advanced/07_面向对象编程.ipynb) |

‎03_data_science/README.md‎

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# Data Science
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [03_data_science/01_Numpy数组.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy数组.ipynb) | Numpy array数组 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy数组.ipynb) |
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| [03_data_science/02_Numpy索引.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy索引.ipynb) | Numpy index索引 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy索引.ipynb) |
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| [03_data_science/03_Numpy方法.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy方法.ipynb) | Numpy 方法 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy方法.ipynb) |
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| [03_data_science/04_Matpoltlib画图.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib画图.ipynb) | Matpoltlib画图 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib画图.ipynb) |
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| [03_data_science/05_SciPy统计分布.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy统计分布.ipynb) | Scipy统计分布 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy统计分布.ipynb) |
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| [03_data_science/06_SciPy曲线拟合.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy曲线拟合.ipynb) | Scipy曲线 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy曲线拟合.ipynb) |
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| [03_data_science/07_Pandas数据类型.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas数据类型.ipynb) | Pandas数据类型 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas数据类型.ipynb) |
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| [03_data_science/08_Pandas数据操作.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas数据操作.ipynb) | Pandas操作 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas数据操作.ipynb) |
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| [03_data_science/09_Scikit-Learn分类.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn分类.ipynb) | Scikit-Learn数据分类 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn分类.ipynb) |
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| [03_data_science/10_Scikit-Learn聚类.ipynb](https://github.com/shibing624/python-tutorial/blob/master/03_data_science/10_Scikit-Learn聚类.ipynb) | Scikit-Learn聚类 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/10_Scikit-Learn聚类.ipynb) |
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## 科学计算库
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![data_science](../docs/imgs/scipy-image.jpg)

‎04_flask/README.md‎

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# 第 8 章：watchlist
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# Flask教程
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [04_flask/01_Flask介绍.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/01_Flask介绍.md) | Flask介绍 | |
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| [04_flask/02_Flask模板.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/02_Flask模板.md) | Flask模板 | |
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| [04_flask/03_静态文件.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/03_静态文件.md) | Flask静态文件 | |
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| [04_flask/04_数据库.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/04_数据库.md) | Flask数据库 | |
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| [04_flask/05_模板优化.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/05_模板优化.md) | Flask模板优化 | |
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| [04_flask/06_表单.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/06_表单.md) | Flask表单 | |
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| [04_flask/07_用户认证.md](https://github.com/shibing624/python-tutorial/blob/master/04_flask/07_用户认证.md) | 用户认证 | |
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| [04_flask/08_Flask应用watchlist](https://github.com/shibing624/python-tutorial/blob/master/04_flask/watchlist) | Flask应用示例watchlist | |
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## 08_Flask应用watchlist
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Demo: http://watchlist.helloflask.com
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![Screenshot](https://helloflask.com/screenshots/watchlist.png)

‎05_spider/README.md‎

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# Python爬虫
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [05_spider/01_爬虫介绍.ipynb](https://github.com/shibing624/python-tutorial/blob/master/05_spider/01_爬虫介绍.ipynb) | Python网络爬虫介绍 |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/05_spider/01_爬虫介绍.ipynb) |
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| [05_spider/02_网页解析和存储.ipynb](https://github.com/shibing624/python-tutorial/blob/master/05_spider/02_网页解析和存储.ipynb) | 网页工具requests、lxml、BeautifulSoup、Selenium |[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/05_spider/02_网页解析和存储.ipynb) |
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‎06_tool/README.md‎

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# Tool工具集
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# Python常用工具
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## 教程列表
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| Notebook | Description | |
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|:----------|:-------------|------:|
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| [06_tool/argparse_demo.py](https://github.com/shibing624/python-tutorial/blob/master/06_tool/argparse_demo.py) | Python参数解析 | |
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| [06_tool/profiler工具.md](https://github.com/shibing624/python-tutorial/blob/master/06_tool/profiler工具.md) | Python性能监测工具 | |
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| [06_tool/logger.py](https://github.com/shibing624/python-tutorial/blob/master/06_tool/logger.py) | Python日志 | |
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| [06_tool/send_email.py](https://github.com/shibing624/python-tutorial/blob/master/06_tool/send_email.py) | Python发邮件 | |
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- 参数解析工具click [click_demo.py](click_demo.py)
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- 性能工具 [profile_demo.py](profile_demo.py)
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- 日志工具 [logger.py](logger.py)
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- 正则表达式示例 [re_demo.py](re_demo.py)
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- 算法示例 [dp_money.py](dp_money.py), [greedy.py](greedy.py)
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- 发邮件示例 [send_email.py](send_email.py)

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