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ShowMeAI-Hub/awesome-AI-cheatsheets

AI与数据科学各类工具库速查表与参考代码

34No licenceJupyter Notebook

View on GitHub

Stars: 684
Forks: 155
Watchers: 6
Open issues: 1
Contributors: 2

Star history, last 90 days— over 5 snapshots

2026-07-24 · 6842026-08-06 · 684

Star history, last 90 days
Date	Stars
2026-07-24	684
2026-07-25	684
2026-07-28	684
2026-07-30	684
2026-08-06	684

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# 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)


##

Excerpt of 4,927 characters

Read on GitHub

Top contributors2 shown

HanXinzi-AI
25
ShowMeAI-Hub
9

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

34/10034

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 24%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 72%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases
No license — all rights reserved by default, not safe to reuse
No licence file — default copyright applies, all rights reserved.

Details

Created: 5 years ago
Last push: 5 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 46k KB
Owner type: User
Owner location: BeiJing, China
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

ShowMeAI-Hub/awesome-AI-cheatsheets

AI与数据科学各类工具库速查表与参考代码

34No licenceJupyter Notebook

View on GitHub

Stars: 684
Forks: 155
Watchers: 6
Open issues: 1
Contributors: 2

Star history, last 90 days— over 5 snapshots

2026-07-24 · 6842026-08-06 · 684

Star history, last 90 days
Date	Stars
2026-07-24	684
2026-07-25	684
2026-07-28	684
2026-07-30	684
2026-08-06	684

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# 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)


##

Excerpt of 4,927 characters

Read on GitHub

Top contributors2 shown

HanXinzi-AI
25
ShowMeAI-Hub
9

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

34/10034

Maintenance: 5%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 24%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 72%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in over a year
No tagged releases

Details

Created: 5 years ago
Last push: 5 years ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 46k KB
Owner type: User
Owner location: BeiJing, China
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

Top AI Repos — open-source AI, indexed and scored

ShowMeAI-Hub/awesome-AI-cheatsheets

From the README

Top contributors2 shown

Quality score

What to know before adopting

Categories

Details

ShowMeAI-Hub/awesome-AI-cheatsheets

From the README

Top contributors2 shown

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

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Quality score

What to know before adopting

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Trend

From the README

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Quality score

What to know before adopting

Categories

Details