# AI速查表全集
本github包含AI与数据科学各类工具库相关速查表与参考代码，可用于快速解决各类场景问题与建模应用。

**作者：[韩信子](https://github.com/HanXinzi-AI)@[ShowMeAI](http://www.showmeai.tech/)**</br>
**设计：南乔@[ShowMeAI](http://www.showmeai.tech/)**

AI速查表学习指南请查看[速查表应用说明书](http://blog.showmeai.tech/awesome-ai-cheatsheets-resources)

目录
=================

* [AI速查表全集](#ai速查表全集)
   * [速查表速览](#速查表速览)
      * [工具与平台](#工具与平台)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/JupyterNotebook">Jupyter Notebook</a>](#jupyter-notebook)
      * [编程语言](#编程语言)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Python">Python</a>](#python)
      * [科学计算](#科学计算)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Numpy">Numpy</a>](#numpy)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Scipy">Scipy</a>](#scipy)
      * [数据分析与处理](#数据分析与处理)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Importing%20Data">Importing Data</a>](#importing-data)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Pandas">Pandas</a>](#pandas)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/SQL">SQL</a>](#SQL)
      * [数据可视化](#数据可视化)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Matplotlib">Matplotlib</a>](#matplotlib)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Seaborn">Seaborn</a>](#seaborn)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Bokeh">Bokeh</a>](#bokeh)
      * [大数据](#大数据)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Spark">Spark</a>](#spark)
      * [机器学习](#机器学习)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Scikit-Learn">Scikit-Learn</a>](#scikit-learn)
      * [深度学习](#深度学习)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Keras">Keras</a>](#keras)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Tensorflow">Tensorflow</a>](#Tensorflow)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Pytorch">Pytorch</a>](#Pytorch)
      * [垂直领域](#垂直领域)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/OpenCV">OpenCV</a>](#OpenCV)
      * [通用技能](#通用技能)
         * [<a href="https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/RegularExpression">正则表达式</a>](#RegularExpression)

## 速查表速览

![](./cheatsheets-img/cheatsheet-list.png)

### 工具与平台

#### [Jupyter Notebook](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/JupyterNotebook)
![](./cheatsheets-img/jupyter.png)

### 编程语言

#### [Python](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Python)
![](./cheatsheets-img/python.png)

### 科学计算

#### [Numpy](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Numpy)
![](./cheatsheets-img/numpy.png)

#### [Scipy](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Scipy)
![](./cheatsheets-img/scipy.png)

### 数据分析与处理

#### [Importing Data](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Importing%20Data)
![](./cheatsheets-img/dataIO.png)

#### [Pandas](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Pandas)
![](./cheatsheets-img/pandas.png)

#### [SQL](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/SQL)
![](./cheatsheets-img/SQL.png)

### 数据可视化

#### [Matplotlib](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Matplotlib)
![](./cheatsheets-img/matplotlib.png)

#### [Seaborn](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Seaborn)
![](./cheatsheets-img/seaborn.png)

#### [Bokeh](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Bokeh)
![](./cheatsheets-img/bokeh.png)


### 大数据
#### [Spark](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Spark)
![](./cheatsheets-img/spark.png)

### 机器学习
#### [Scikit-Learn](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Scikit-Learn)
![](./cheatsheets-img/sklearn.png)

### 深度学习
#### [Keras](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Keras)
![](./cheatsheets-img/keras.png)

#### [Tensorflow](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Tensorflow)
![](./cheatsheets-img/tensorflow.png)

#### [Pytorch](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/Pytorch)
![](./cheatsheets-img/pytorch.png)

### 垂直领域
#### [OpenCV](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/OpenCV)
![](./cheatsheets-img/opencv.png)

### 通用技能
#### [正则表达式](https://github.com/ShowMeAI-Hub/awesome-AI-cheatsheets/tree/main/RegularExpression)
![](./cheatsheets-img/reg_ex.png)
