请选择 进入手机版 | 继续访问电脑版

硬汉嵌入式论坛

 找回密码
 立即注册
查看: 1236|回复: 0
收起左侧

TOP40 Python库

[复制链接]

1万

主题

6万

回帖

10万

积分

管理员

Rank: 9Rank: 9Rank: 9

积分
105917
QQ
发表于 2023-2-6 06:00:49 | 显示全部楼层 |阅读模式
https://morioh.com/p/e854b5356d83?f=5c21fb01c16e2556b555ab32

感谢作者Brooke Giles的分享,整理的非常好

[C] 纯文本查看 复制代码
Natural Language Processing (2):
NLTK ► manipulate strings
[url=https://www.nltk.org/]https://www.nltk.org/[/url]
FlashText ► replace keywords in sentences or extract keywords from sentences
[url=https://pypi.org/project/flashtext/]https://pypi.org/project/flashtext/[/url]
 
Computer Vision (2):
OpenCV ► computer vision/ image processing
[url=https://opencv.org/]https://opencv.org/[/url]
SimpleCV ► computer vision
[url=http://simplecv.org/]http://simplecv.org/[/url]
 
GUI (3):
Tkinter ► GUI
[url=https://docs.python.org/3/library/tkinter.html]https://docs.python.org/3/library/tkinter.html[/url]
wxPython ► GUI toolkit
[url=https://wxpython.org/]https://wxpython.org/[/url]
PyQt ► GUI toolkit
[url=https://pypi.org/project/PyQt5/]https://pypi.org/project/PyQt5/[/url]
 
Game (2):
Pygame ► writing video games mainly
[url=https://www.pygame.org/]https://www.pygame.org/[/url]
Pyglet ► 3d animation and game creation engine
[url=http://pyglet.org/]http://pyglet.org/[/url]
 
Web (6):
Requests ► HTTP library/Web
[url=https://requests.readthedocs.io/en/master/]https://requests.readthedocs.io/en/master/[/url]
Scrapy ► webscraping
[url=https://scrapy.org/]https://scrapy.org/[/url]
BeautifulSoup ► parsing/webscraping [url=https://www.crummy.com/software/BeautifulSoup/bs4/doc/]https://www.crummy.com/software/BeautifulSoup/bs4/doc/[/url]
Zappa ► server-less application on API Gateway and Amazon Web Services Lambda
[url=https://github.com/Miserlou/Zappa]https://github.com/Miserlou/Zappa[/url]
Django ► web framework
[url=https://www.djangoproject.com/]https://www.djangoproject.com/[/url]
Flask ► web framework
[url=https://flask.palletsprojects.com/en/1.1.x/]https://flask.palletsprojects.com/en/1.1.x/[/url]
 
Data Science (5):
Pandas ► data-science
[url=https://pandas.pydata.org/]https://pandas.pydata.org/[/url]
Matplotlib ► 2-dimensional graphs and plots
[url=https://matplotlib.org/]https://matplotlib.org/[/url]
Plotly ► similar to matplotlib
[url=https://plotly.com/python/]https://plotly.com/python/[/url]
Bokeh ► data visualization library [url=https://docs.bokeh.org/en/latest/index.html]https://docs.bokeh.org/en/latest/index.html[/url]
SQLAlchemy ► Database Abstraction
[url=https://www.sqlalchemy.org/]https://www.sqlalchemy.org/[/url]
 
Math (3):
Numpy ► advance math functionalities
[url=https://numpy.org/]https://numpy.org/[/url]
SciPy ► library of algorithms and mathematical tools [url=https://www.scipy.org/]https://www.scipy.org/[/url]
SymPy ► algebraic evaluation, differentiation, expansion, complex numbers
[url=https://www.sympy.org/en/index.html]https://www.sympy.org/en/index.html[/url]
 
Machine Learning (8):
Keras ► deep neural networks
[url=https://keras.io/]https://keras.io/[/url]
Tensorflow ► develop, train and design deep learning models [url=https://www.tensorflow.org/]https://www.tensorflow.org/[/url]
PyTorch ► machine learning
[url=https://pytorch.org/]https://pytorch.org/[/url]
Scikit-Learn ► ML
[url=https://scikit-learn.org/stable/]https://scikit-learn.org/stable/[/url]
Imbalanced-learn ► ML
[url=https://pypi.org/project/imbalanced-learn/]https://pypi.org/project/imbalanced-learn/[/url]
Theano ► deep learning library
[url=http://deeplearning.net/software/theano/]http://deeplearning.net/software/theano/[/url]
LightGBM ► machine learning
[url=https://github.com/microsoft/LightGBM]https://github.com/microsoft/LightGBM[/url]
Eli5 ► machine learning
[url=https://pypi.org/project/eli5/]https://pypi.org/project/eli5/[/url]
 
Other (9):
Twisted ► network application develop
[url=https://pypi.org/project/Twisted/]https://pypi.org/project/Twisted/[/url] (website down)
IPython ► completion, history, shell capabilities, and a lot more
[url=https://ipython.org/]https://ipython.org/[/url]
Pillow ► images/Python Imaging Library
[url=https://python-pillow.org/]https://python-pillow.org/[/url]
Poetry ► manage python packaging and dependencies
[url=https://python-poetry.org/]https://python-poetry.org/[/url]
Gensim ► natural library processing library
[url=https://radimrehurek.com/gensim/]https://radimrehurek.com/gensim/[/url]
Pywin32 ► Interact with Windows
[url=https://github.com/mhammond/pywin32]https://github.com/mhammond/pywin32[/url]
Kivy ► Mobile Apps
[url=https://kivy.org/#home]https://kivy.org/#home[/url]
Pendulum ► date and time
[url=https://pendulum.eustace.io/]https://pendulum.eustace.io/[/url]
Loguru ► python logging
[url=https://github.com/Delgan/loguru]https://github.com/Delgan/loguru[/url]

回复

使用道具 举报

您需要登录后才可以回帖 登录 | 立即注册

本版积分规则

QQ|小黑屋|Archiver|手机版|硬汉嵌入式论坛

GMT+8, 2024-3-29 05:39 , Processed in 0.142190 second(s), 25 queries .

Powered by Discuz! X3.4 Licensed

Copyright © 2001-2023, Tencent Cloud.

快速回复 返回顶部 返回列表