【PYTHON3_MODS】 常用的模块组

【PYTHON3_MODS】 常用的模块组

 

 

 

 

一、基本说明

 

　　1、　　模块组的安装方法：　　pip  install  -r  mod.txt

 

　　2、　　基于问题，形成的模块组。

 

 

 

二、常用模块

 

　　1、　　AI的模块组

[wit@test:pysrc]$ cat  mod_ai.txt 
# FILENAME:     mod.txt
# pip install a group of packages
# CMD:  pip install -r mod.txt


# BASE_PKGs
numpy
pandas


# VISUAL_DATA_PKGs
matplotlib
seaborn


# STATS_PKGs
scipy
statsmodels


# AI_PKGs

scikit-learn

# pytorch
# pytorch--cpu
#pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu
# pytorch--cuda
#pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu130

tensorflow


# TOOL_PKGs
jupyter

 

　　2、　　网络爬虫的模块组

[wit@test:pysrc]$ cat  mod_bs4.txt 


beautifulsoup4
lxml
html5lib

 

 　　3、　　网站的模块组（ [wit@ubuntu:pysrc]$ cat  pymod_web.txt ）

 

fastapi
sqlalchemy
uvicorn

 

 

 

 三、应用实例

(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ cat  mod_bs4.txt 


beautifulsoup4
lxml
html5lib




(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ 
(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ 
(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ pip install -r  mod_bs4.txt
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Requirement already satisfied: beautifulsoup4 in ./lib/python3.14/site-packages (from -r mod_bs4.txt (line 3)) (4.14.3)
Requirement already satisfied: lxml in ./lib/python3.14/site-packages (from -r mod_bs4.txt (line 4)) (6.0.2)
Requirement already satisfied: html5lib in ./lib/python3.14/site-packages (from -r mod_bs4.txt (line 5)) (1.1)
Requirement already satisfied: soupsieve>=1.6.1 in ./lib/python3.14/site-packages (from beautifulsoup4->-r mod_bs4.txt (line 3)) (2.8.3)
Requirement already satisfied: typing-extensions>=4.0.0 in ./lib/python3.14/site-packages (from beautifulsoup4->-r mod_bs4.txt (line 3)) (4.15.0)
Requirement already satisfied: six>=1.9 in ./lib/python3.14/site-packages (from html5lib->-r mod_bs4.txt (line 5)) (1.17.0)
Requirement already satisfied: webencodings in ./lib/python3.14/site-packages (from html5lib->-r mod_bs4.txt (line 5)) (0.5.1)
(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ 
(bs4_beautifulsoup4) [wit@test:bs4_beautifulsoup4]$ 

 

 

 

四、参考资料

 

　　1、　　无