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AI与数据科学各类工具库速查表与参考代码

Jupyter Notebook 100.00%

awesome ai cheatsheet cheatsheets pandas sklearn seaborn keras tensorflow pytorch

awesome-ai-cheatsheets's Introduction

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@ShowMeAI
设计：南乔@ShowMeAI

AI速查表学习指南请查看速查表应用说明书

AI速查表全集
- 速查表速览
  - 工具与平台
    - Jupyter Notebook
  - 编程语言
    - Python
  - 科学计算
    - Numpy
    - Scipy
  - 数据分析与处理
  - 数据可视化
    - Matplotlib
    - Seaborn
    - Bokeh
  - 大数据
    - Spark
  - 机器学习
    - Scikit-Learn
  - 深度学习
    - Keras
    - Tensorflow
    - Pytorch
  - 垂直领域
    - OpenCV
  - 通用技能
    - 正则表达式

速查表速览

工具与平台

编程语言

科学计算

数据分析与处理

数据可视化

大数据

机器学习

深度学习

垂直领域

通用技能

awesome-ai-cheatsheets's People

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hanxinzi-ai ustchope zerovspace yujun001 dani-rodric newpron phrmgb gossiperg lshowo askintution sniper-xx zhulintao islinxu l-net-1992 bopo zerounnet hangzhang10 foreverjay godhelpgrace ukaserge hewuxin chengshifen 2369954989 jwlai-cloud xuranyang freedream520 maxxortrue happp-hap lidashu jtcheng chrisl6666 jinyanya0619 pgods1 yqxin sqf4411 bise86 jiarenyou wfxu souljazhao 18622300398 mob-vision xiel0325 dyanxi tiandazhao double001 huangliang0828 michaelyuanye cuiyimeng cifangyiquan williamshen0305 usstwindy fangichao babam afdbillions ericalee25 baoruiyanapieceofidol liuweihan826 erikzhang-9762 walhalla-summary zhttttttty meyejack vvcln carlqyuan ltargaryen liuguan1984 rui143 freezesoul nickscut z80649411 zyhdf5 hulaba aifeisky123 wsadczh mdlcg 44510 alayi arykin lldreamvip lukerlv zqdv37951 yanghualv7 jangocheng lc6937 edgarlau saiyazhuang kevin-dw jianghui1229 27315 lonelycube rabbita qwuang ao23zou mmsoyaa muyangly ucliwenbin liulangf chenqing1991 sundylgz leekaenwoo ketejun

awesome-ai-cheatsheets's Issues

在'pandas进阶-cheatsheet-code.ipynb'部分的数据滤重部分有
df.index.duplicated() #查找重复索引
和
df.dropna() #去除缺失值NaN，
不太明白这里的df指的是什么数据，根据'pandas基础-cheatsheet-code.ipynb'，df指的是country，capital和population的3x3矩阵，运行得到的结果跟进阶版jupyter里的结果不一致，可以请教一下么？

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