# Python Library

## aiomysql
aiomysql is a library for accessing a MySQL database from the [asyncio](http://docs.python.org/3.5/library/asyncio.html) (PEP-3156/tulip) framework. It depends and reuses most parts of [PyMySQL](https://aiomysql.readthedocs.io/en/stable/glossary.html#term-PyMySQL)

### Installation
```sh
pip3 install aiomysql
```

### Examples
[Examples of aiomysql usage](https://aiomysql.readthedocs.io/en/stable/examples.html)

## Matplotlib
Matplotlib：使用 Python 进行可视化

### Installation
```sh
pip install matplotlib
```

## NumPy
NumPy 是 Python 中科学计算的基础包

### Installation
```sh
pip install numpy
```

## pandas
pandas 是一个开源的 BSD 许可库，为 Python 编程语言提供高性能、易于使用的数据结构和数据分析工具

### Installation
```sh
pip install pandas
```

## PyInstaller
Freeze (package) Python programs into stand-alone executables

### Installation
```sh
pip install pyinstaller
```

## Scikit-learn
Scikit-learn 是一个支持监督学习和无监督学习的开源机器学习库

### Installation
```sh
pip3 install -U scikit-learn
python3 -c "import sklearn; sklearn.show_versions()"
```

## SciPy
SciPy 是一款用于数学、科学和工程的开源软件

### Installation
```sh
pip install scipy
python -c "from scipy import constants; print(constants.pi)"
```

## Seaborn
Seaborn 是一个基于 matplotlib 的 Python 数据可视化库

### Installation
```sh
pip install seaborn
```

## Runtime Environment
- [Python 3.9.x](https://www.python.org/downloads/)
- [aiomysql](https://pypi.org/project/aiomysql/)

## References
- [aiomysql Documentation](https://aiomysql.readthedocs.io/en/stable/)
- [aiomysql GitHub](https://github.com/aio-libs/aiomysql)
- [Matplotlib documentation](https://matplotlib.org/)
- [Matplotlib 文档](https://matplotlib.net.cn/)
- [NumPy documentation](https://numpy.org/doc/stable/index.html)
- [NumPy 文档](https://numpy.net.cn/doc/stable/)
- [pandas documentation](https://pandas.pydata.org/docs/)
- [pandas 文档](https://pandas.ac.cn/docs/index.html)
- [PyInstaller](http://www.pyinstaller.org/)
- [PyInstaller GitHub](https://github.com/pyinstaller/pyinstaller)
- [Scikit-learn documentation](https://scikit-learn.org/stable/index.html)
- [Scikit-learn 文档](https://scikit-learn.cn/stable/index.html)
- [SciPy documentation](https://docs.scipy.org/doc/scipy/)
- [SciPy 文档](https://docs.scipy.org.cn/doc/scipy/)
- [Seaborn documentation](https://seaborn.pydata.org/)
- [Seaborn 文档](https://seaborn.org.cn/)