Python

https://www.python.org/

https://docs.python.org/zh-cn/3/contents.html

How To Read Documentations For Beginners NeuralNine

https://github.com/python/cpython

常用

Qt for Python		PyAutoGUI
PyQt5 Reference Guide	PyQt5中文教程	Python3中文文档
freedesktop.org	PyGObject	Real Python Tutorials(s, )
Python全栈开发教程	OOP	Full Stack Python(s, )
keyboard(github, api, )	Python电子书	Anaconda, Inc.(u2b, doc, s, bak, )
Jupyter / IPython(u, )		pip(小马, )
Freecodecamp	Python.org tutorial	Python documentation
kite(u, )	venv(小马, )	Virtualenv(小马, )
Argparse(教程, API)		argh(doc, tutorial, v, demo1, 2)
Python教程 廖雪峰	Python 包索引 pypi	MessagePack(git, s, )
	Flask	Python Programming(quora, )
		Python Web Frameworks(quora, )
anvil(s, )	Flask Web迷途小书童	迷途小书童 py实用模块
Python 资源大全(书栈, )	Youtube-dl	Face Recognition
Ansible	Httpie	Pandas
Scikit	pythonistacafe	PyXLL(u2b, )
Tesseract OCR(书童)	darknet-ocr	Redis(s, v, b, b, b)
	codecombat	EuroPython Conference(u, tw)
		EuroSciPy(u2b, )
Al Sweigart	Termux(v, Wiki, )

GNotification(intro, Python API, Tutorial) Python GTK+ 3 Tutorial PyGObject API Reference

What Does It Take To Be An Expert At Python?

Mastering Python - Everything You Need To Know To Become a Python Master

All Top 40 Python Libraries EXPLAINED in 20 minutes

如何专业地组织Python脚本？

机构

Enthought(s, u, )	PyData(u, info, v, )	Python论坛 s
		PyOhio u

PyCon

PyCon Taiwan(u, )	PyCon 2019(u, )
PyCon SK	PyCon Canada u
	PyCon AU

UP主

Data Science Dojo(u2b, )	Real Python(u2b, )
Corey Schafer(u2b, )	Python Simplified(u2b, )
彭彭的課程(u2b, )	Alfred Essa(u2b, )
mCoding(u, s, git, reddit, )	Luke Barousse(u2b, )
蚂蚁学Python B, git, u	ruoyu zhang(u, )
Python Programmer(u, )	Sebastiaan Mathôt(u, )
Pyathlon u	Know-How u
Tech-Gram Academy u	PyPros u
麦叔编程 u u	轻松学python u
Python导师-蚂蚁 抖音号： ant_python	DigitalSreeni u
python导师-lisa 抖音号： python.1	Python私教-有霸夫 抖音号： youbafu
程序员白白 抖音号： 80920602680	codebasics u
	程序员zhenguo 抖音号： 1055516139 Python小例子 从0学Python完整教程（全网最用心）
💪🏻MuscleCoding 抖音号：MuscleCoding	千锋教育 u
I know python u	b001 u
趣科技分享 u	World of Python u

网课

流畅的Python(B, )	5小时学会Python 数据分析与展示(2020年版)
Python ABC(site, u2b, B, tmp, )
Python制作GIF动图	动图数据可视化基础教学

Python 编程王子浩谦 241 个视频
Python Crash Course 宝器之港
Learn Python in 7 hours| For Absolute Beginners | Using Jupyter Notebook Harshit Agarwal
20 Beginner Python Projects freeCodeCamp
Python FULL Crash Course For ABSOLUTE Beginners Austin Davis
Python for Beginners – Full Course [Programming Tutorial] freeCodeCamp
老男孩教育 Python全栈开发第3期 Chocobo
听说学 Python 找不到工作？试试这个学习路线！【程序员鱼皮】
Programming Terms Corey Schafer
李兴华-Python编程 沐言优拓
60天Python零基础入门 学点编程吧
Python Tutorial techTFQ
Python Programming Video Tutorials for Beginners Amulya's Academy
5 Tips To Organize Python Code Tech With Tim
jaystone776/python-data-science-cheatsheet Python数据科学速查表
25 nooby Python habits you need to ditch mCoding
【Python趣味教学】99%相似度！手把手教你用Python制作超级玛丽游戏
Sebastian Witowski - Writing faster Python
学习Python - 初学者全程(freeCodeCamp)4:26:51
Python Tutorial for Beginners [Full Course] - Learn Python Full Course [2020](My CS)
Python Tutorial - Python for Beginners [Full Course](Programming with Mosh)
MIT's Introduction to Computer Science and Programming Using Python [Full Course]
6.0001 Introduction to Computer Science and Programming in Python. Fall 2016
IPython 入門 Yen-Lung Tsai
麦子学院-项目-Python开发跨平台的记事本 开发者学堂 Yang Liu
【python】4小时初学者教程 GrandmaCan -我阿嬤都會
零基础入门学习Python C鱼
Python科学计算三维可视化-黄天羽（北京理工大学）(u, ) http://code.enthought.com/pages/mayavi-project.htm
3D Visualization with Mayavi | SciPy 2018 Tutorial | Prabhu Ramachandran Enthought
mayavi doc
Intermediate Python Programming(freeCodeCamp, sentdex, Tech With Tim, NeuralNine, Indian Pythonista, )
Python Coding Tech
Python FAST API Tutorial Tech With Tim
Make YOUR OWN Programming Language in Python CodePulse
Simple Math Interpreter in Python CodePulse
Python全套精讲课程 覃秉丰
Python3 X新特性 开发者学堂
Python语言编程基础 开发者学堂
Python 数据库编程 开发者学堂
快速掌握 Python 学习手册 Yang Liu
Python系统管理 Yang Liu
最新Python编程教程19天从入门到精通 知识改变命运（Chocolates）
Python Tutorial for Beginners - Learn Python in 5 Hours [FULL COURSE] TechWorld with Nana
Python Tutorial for Beginners freeCodeCamp
12 Beginner Python Projects - Coding Course freeCodeCamp
Algorithmic Trading Using Python - Full Course freeCodeCamp
Python f-strings can do more than you thought. f'{val=}', f'{val!r}', f'{dt:%Y-%m-%d}' mCoding
The Magic Of Python Tech With Tim
Python Is Weird... Tech With Tim
Programming for Beginners - How to Code Tutorial with Python and C# freeCodeCamp
Python零基础入门教程5小时完整版(2020年最新版) 程序员小飞
Best 8 Python's One line Codes | PYTHON3x | One Liners | Explanation | Code Optimization Know-How
Python Tutorials Corey Schafer
Python Modules and Libraries Python Simplified
Python Programming Tutorials (Computer Science) Socratica
Most Advance Python Course for Professionals [2021] Extern Code
Advanced Python for Everybody - Python Advanced Tutorial Extern Code
python it coding man
【python】4小时初学者教程 GrandmaCan -我阿嬷都会
Python As Fast as Possible - Learn Python in ~75 Minutes Tech With Tim
Python for Everybody - Chuck博士的全程课程 freeCodeCamp13:40:09
Python Basics with Sam freeCodeCamp
Python3.8入门 & 进阶 & 原生爬虫实战完全解读 Jomy King
Python for Beginners (Full Course) | Programming Tutorial Telusko
Get the Best Python Books for Free David Bombal
Intermediate Python Programming Course freeCodeCamp
小甲鱼Python零基础入门教程（全集96讲） 野生IT散修
The complete guide to Python Clear Code 11:08:59
Python语言基础与应用 华人开放式课程MOOC
Awesome Python Tools JCharisTech

传智/黑马

传智教育 s 黑马程序员 u
map

传智播客 python公开课 —— 8天深入理解Python Zack Micheal
传智播客人工智能+Python就业班 第1阶段 Python基础 Zack Micheal
传智播客Python就业班 02阶段 Python核心编程 Zack Micheal
传智播客Python就业班 03阶段 数据结构与算法 Zack Micheal
传智播客Python就业班 04阶段 数据库 Zack Micheal
传智播客Python就业班 05阶段 前端 Zack Micheal
传智播客Python就业班 06阶段 Django Zack Micheal
传智播客python就业班 07阶段 爬虫 Zack Micheal

学习笔记 | 笔记gzbin.gitbook.io

【黑马程序员-基础班】课件	抖音号： itheima1024
1 Linux基础	2 python基础
3 面向对象	4 项目飞机大战 -python案例
【黑马程序员-就业班】课件
01 网络编程	02 多任务
03 web服务器v3.1	04 Python高级语法v3.1
05 MySQL数据库v3.1	06 mini-web框架v3.1
07 HTML和CSS	08 首页布局案例和移动布局
09 JavaScript	10 jQuery和js库
11 Django框架	12 git版本管理
13 redis数据库	14 天天生鲜Django项目
15 flask框架	16 微信公众号
17 爱家租房项目	18 通用爬虫模块使用
19 MongoDB数据库	20 爬虫scrapy框架及案例
21 数据分析	22 机器学习
23 深度学习	24 数据结构和算法
25 Python网络爬虫	26 机器学习入门篇
27 机器学习入门篇2	28 机器学习提升篇
29 数据挖掘篇	30 深度学习必备原理与实战
31 深度学习必备原理与实战2	32 深度学习必备原理与实战3
33 深度学习必备原理与实战4 Caffe	34 深度学习项目实战 Caffe实战
35 深度学习项目实战2 项目实战：机器人写唐诗	36 深度学习项目实战3 style transfer等
Python自学就业班全套课程【上 中 下】Xiaoqiang Club	砖家王二狗(u, )
传智播客黑马python+人工智能 15期 bt

面向对象 OOP Object-oriented Programming

Python OOP Tutorials - Working with Classes(Corey Schafer)
Object-oriented programming in Python(Sebastiaan Mathôt)
Object Oriented Programming Python | Python OOP | (Academic Lesson)
Python 面向对象编程 开发者学堂
Object Oriented Programming with Python freeCodeCamp
Object Oriented Programming with Python - Full Course for Beginners freeCodeCamp
Intro to Object Oriented Programming - Crash Course freeCodeCamp
Object Oriented Programming MIT OpenCourseWare
Data Scientist生产力进阶—Python OOP编程快速入门（第617期） Data Application Lab
Python staticmethod and classmethod mCoding
Method Types in Python OOP: @classmethod, @staticmethod, and Instance Methods Real Python
Python小技巧#9：实例方法，类方法，静态方法的区别？ 麦叔编程
Object Oriented Analysis and Design simplefunde
OOP in Python | Object Oriented Programming Telusko

Python 教程

Python 教程 doc

Python 语言参考手册

Python 语言参考手册 doc

Python 标准库

Python 标准库 doc

数字和数学模块

数字和数学模块 doc
math --- 数学函数 doc
cmath --- 关于复数的数学函数 doc
random --- 生成伪随机数 doc
PyMath Flammable Maths
https://github.com/gzbin365/learn/blob/main/math/math.ipynb

模块

Scheduler(doc, git, b, )		tqdm(git, )
	timeit(文档, )
shutil(doc, 文档, )	Twisted(s, )	PyMongo(书栈, )
Guake(doc, )	Click(s, )	notify-py(pypi, git, )
	wagtail(s, )	scrapy(s, )
sqlalchemy(s, )	functools(doc, )	scapy(s, )
		Pylint(v, )

pywin32 pypi git	win32gui pypi s doc
win32ui	win32con
win32api
Python for Windows (pywin32) Extensions s

Learn Dynamic Module Imports In 11 Minutes Web Dev Simplified
5 Python Libraries you need for Data Science CodeEmporium
How to Schedule Tasks with Python using Schedule JCharisTech
Wheel Files: Packaging Python Applications & Modules NeuralNine

Matplotlib
Matplotlib 用户指南 (书栈, )
Matplotlib 入门教程 (书栈, )
亚斯特拉的索哥(u, )
麦子学院 Python数据可视化分析 matplotlib 开发者学堂
Matplotlib Crash Course freeCodeCamp
Professional 3D Plotting in Matplotlib NeuralNine
Matplotlib Tips Kimberly Fessel doc
MATPLOTLIB 3D PLOTS including Scatter 3D and Surface Plots for Matplotlib Python || Matplotlib Tips Kimberly Fessel git
Python Data Science Tutorial #11 - 3D Plotting with Matplotlib NeuralNine
Matplotlib Tutorial (2021): For Physicists, Engineers, and Mathematicians Mr. P Solver
Plotting Graphs in Python (MatPlotLib and PyPlot) Max teaches Tech

pillow
python-pillow/Pillow s
pillow doc9.2.0,ch8.4.0 ch3.3.0 ch2.4
PIL.Image 源代码 8.4.0
加水印
Python Pillow Patrick B
Python Modules and Libraries Python Simplified Image Processing with Pillow - a Python Code-Along
Python Tutorials Corey Schafer
Turn any image into ASCII art! (Easy Python PIL Tutorial) Kite
【Python】综合知识库 小马技术
Advanced Discord.py Tutorials Code With Swastik
Python (Pillow): working with images | Hindi | Tech-Gram Academy
Python PIL Module Tutorials John Hammond
Image processing with python DigitalSreeni
Image Manipulation with Python and Pillow PyPros
Image manipulation with Python & Pillow (2021) Carberra Tutorials
Streams Carberra Tutorials
18 - Image processing using pillow in Python DigitalSreeni

sympy
sympy(s, doc, git, ) v v
SymPy - Tutorial for Beginners (Python) MCC Py Tutorials
SymPy (Symbolic Expressions on Python) in one video | Python # 5 艾哈迈德·巴齐（Ahmad Bazzi)
SymPy (Symbolic Expressions on Python) | The Linear Algebra Edition | Python # 16 艾哈迈德·巴齐（Ahmad Bazzi)
基礎sympy教學 張譽瀚 python教學
Python sympy Module Tutorials John Hammond
Solving Systems Of Equations Using Sympy And Numpy (Python) Andrew Dotson
Sympy Basics Abdullah
SymPy is REVOLUTIONARY For Mathematical Tasks NeuralNine

Echarts和highcharts的使用 开发者学堂	ECharts数据可视化项目-大屏数据可视化展示-echarts 图表制作-pink老师直播课更新完毕） 黑马前端

NumPy
TutorialsPoint NumPy 教程 (书栈, )
Python NumPy Tutorial for Beginners freeCodeCamp
Complete Python NumPy Tutorial (Creating Arrays, Indexing, Math, Statistics, Reshaping) Keith Galli
Ultimate Guide to NumPy Arrays - VERY DETAILED TUTORIAL for beginners! Python Simplified
NumPy Full Python Course - Data Science Fundamentals NeuralNine
NumPy Explained - Full Course (3 Hrs) GormAnalysis

SciPy
SciPy Lecture Notes 中文版（Python科学计算生态的介绍的中文翻译） (书栈, )
Scipy 中文教程 doc

Pandas
Pandas 官方教程 (书栈, )
pandas 0.25.3 documentation (书栈, )
Pandas for Data Analysis | SciPy 2017 Tutorial | Daniel Chen Enthought
Solving real-world data analysis problems with Python Pandas! (Lego dataset analysis) Keith Galli
Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby) Keith Galli
NumPy and Pandas Tutorial | Data Analysis With Python | Python Tutorial for Beginners | Simplilearn
Pandas 教程 | Pandas数据分析入门到实战 蚂蚁学Python
Julie Michelman - Pandas, Pipelines, and Custom Transformers PyData
Python程序设计系列之利用Pandas处理数据 Andrew 程序设计
Swifter Speeds Up Pandas DataFrames NeuralNine
25 Nooby Pandas Coding Mistakes You Should Avoid Medallion Data Science
Make Your Pandas Code Lightning Fast Rob Mulla
Solving real world data science tasks with Python Pandas! Keith Galli
Pandas Functions Data Independent
Pandas for Data Analysis by Example – Full Course for Beginners freeCodeCamp

sklearn
https://scikit-learn.org/stable/ https://github.com/scikit-learn
从版本0.9（在2011年9月发布）起，scikit-learn导入路径从scikits.learn 改为 sklearn
scikit-learn：Python中的机器学习 书栈

seaborn
seaborn 0.9 中文文档 (书栈, )

Edward
Edward中文文档 (书栈, )

requests
requests(doc, 书童, pypi, Guide, w3s, )
requests_html爬虫模块 Xiaoqiang Club
Requests Library in Python - Beginner Crash Course NeuralNine

BeautifulSoup
BeautifulSoup(doc, s, pypi, 文档, v, )
Обучение парсингу на Python #1 | Парсинг сайтов | Разбираем методы библиотеки Beautifulsoup PythonToday

django(s, git, ) django-cms(s, )
麦子学院-django基础 开发者学堂 Yang Liu
麦子学院-django进阶 开发者学堂 Yang Liu
django项目实战之购物系统 开发者学堂
django缓存优化 开发者学堂
django项目部署 开发者学堂
麦子学院-项目实战-Django个人博客系统 Yang Liu
Python Backend Web Development Course (with Django) freeCodeCamp
Python Django Web Framework - Full Course for Beginners freeCodeCamp
Python Django and Google APIs - Project Tutorial freeCodeCamp
E-commerce Website With Django and Vue Tutorial (Django Rest Framework) freeCodeCamp
Django For Everybody - Full Python University Course freeCodeCamp
Django Tutorial - Create a Digital Resume with a Python Backend freeCodeCamp
[程序员小飞]2021年Django Web基础课程90分钟完整版
Dinesh Joshi - Designing fast and scalable Python MicroServices with Django PyCon SK
Django / Tailwind Tutorial - Code a Netflix Clone freeCodeCamp
Learn Django by Building an Online Marketplace – Python Tutorial for Beginners freeCodeCamp
Django Full Crash Course - The Professional Python Web Framework NeuralNine

Fabric
Fabric教程 开发者学堂

paramiko
paramiko基础 开发者学堂

Python Tutorial: Datetime Module - How to work with Dates, Times, Timedeltas, and Timezones Corey Schafer

日期与时区编程 Shuo Chen

muduo 网络库 Shuo Chen

Streamlit

s doc git u
Qiusheng Wu u
Create Dashboard with Folium Map, Streamlit and Python - Full Course Zakaria Chowdhury
Python dashboard libraries: exploring interaction voila, dash, and streamlit Michael Chow
Image Classification with CNN and UI with Streamlit Thursday Content
Plotting Choropleth Maps using Python (Plotly) Indian Pythonista
Create Data Visualization Web App: File Upload using Streamlit The Fullstack Ninja
Deploy Streamlit app on Heroku in less than 30 mins Bluecodes
Creating Geographic Maps with plotly express 101touchapps
Creating Interactive Maps with Python Auth0
Streamlit Python Tutorials JCharisTech
7Days of Streamlit Apps JCharisTech
Build A Beautiful Machine Learning Web App With Streamlit And Scikit-learn | Python Tutorial Python Engineer
How to train test and deploy Tensorlfow model on google colab using streamlit When Maths Meet Coding
Streamlit Tutorials Fanilo Andrianasolo
LEARN PLOTLY - CREATING MAPS Art of Visualization
Streamlit数据可视化 哲学喵量化
Python Maps with Folium Ryan Noonan
Introduction to Plotly Data Visualization Charming Data
Python零基础学习第41课-使用streamlit6分钟完成模型部署及建立web服务器 bigfishbird
Build a TikTok Data Science App with Streamlit and Python | Data Science Project Nicholas Renotte
Python Maps with ipyleaflet Ryan Noonan
Streamlit Tutorials Coding Is Fun
Modern Machine Learning Apps with Streamlit - No HTML, CSS, JS NeuralNine

GeoPandas

An Absolute Beginner's Guide to Python GeoPandas GeoDelta Labs
		Combine Pandas + GeoPandas + Folium to Create Interactive Map - Full Tutorial on Real Example Learn Python with Rune

自动化

自动化
ClarityCoders u
Learn Code By Gaming u
自动化测试 selenium 开发者学堂
Selenium + Python 软件自动化测试 Andrew 程序设计
Python Tutorial: Unit Testing Your Code with the unittest Module Corey Schafer
Unit Testing for Data Scientists - Hanna Torrence PyData
python自动化运维+web监控系统 开发者学堂
Selenium自动化测试实战 极客时间
【python】selenium 网页自动化、网路爬虫 GrandmaCan -我阿嬤都會
Selenium Course for Beginners - Web Scraping Bots, Browser Automation, Testing (Tutorial) freeCodeCamp
Selenium Browser Automation in Python NeuralNine
How To Hack The Google Chrome Dinosaur Game [PYTHON] | Only 10 Lines Of Coding | Pyautogui | Numpy Know-How
How to make advanced image recognition bots using python Kian Brose
How to convert image to text using python Kian Brose
How I make bots using python (educational) Kian Brose
Botting Kian Brose
Making a Simon Says Bot with Python
Automating With Python - Tutorial freeCodeCamp
pixeldev u Pyautogui
用pyautogui做个解压神器(python 编程)--make a game bot by pyautogui T&W 电脑帮
Al Sweigart, "Automating Your Browser and Desktop Apps", PyBay2016 SF Python
Python Automation Tutorial – How to Automate Tasks for Beginners [Full Course] freeCodeCamp
Gaze controlled keyboard with Opencv and Python Pysource
Unit Testing in Python with pytest Indian Pythonista
Automate with Python – Full Course for Beginners freeCodeCamp
[Tutorialsplanet.NET] Udemy - Automate the Boring Stuff with Python Programming
零基础Python+办公自动化(Word+Powerpoint+Excel) 知识资源世界(KnowledgeWorld)

Automa
s git
Automa 是用于浏览器自动化的浏览器扩展 小明1994

pyautogui

详解Python中pyautogui库的最全使用方法 s

AutoPy

All Top 40 Python Libraries EXPLAINED in 20 minutes

GUI

wxPython(v, )	PyDracula(v, )
Wanderson(u, list, )	Dear PyGui(v, )
Tkinter(v, )	collections(b, )
Qt(u, ) wiki	Alan D Moore Codes(u, )
	pygtk

up
Alan D Moore Codes(u, )

视频
Tkinter vs. PyQt: Which Python GUI framework is right for you? Alan D Moore Codes
写个桌面挂件 | 手把手带大家做只桌面宠物呗 s s
Python GUI - Eel Proladon ChrisKnott/Eel
Python GUI - Tkinter Proladon
GUI Apps Simplified Python Simplified
Prox Softwares Proxlight
Convert GUI App to Real Program - Python to exe to setup wizard Python Simplified

Tkinter
tk doc tkinter doc
Pil and Tkinter PythonProgrammi
麦子学院-Tkinter桌面编程 Yang Liu
麦子学院-项目-Python开发跨平台的记事本 网课知识大全
Awesome Python Tkinter GUI drag & drop builder! Pygubu Coding Zoe
Desktop GUI App With Python & Tkinter Traversy Media list
tkinter 窗口可视化你的 python 程序 GUI 教学 学习教程 莫烦Python
Python Tkinter GUI 🐍【𝙁𝙧𝙚𝙚】 Bro Code
GUIs with Tkinter (intermediate) sentdex
Tkinter Course - Create Graphic User Interfaces in Python Tutorial freeCodeCamp
The ultimate introduction to modern GUIs in Python [ with tkinter ] Clear Code 18:23:18
Python Tkinter GUI Design Using ttkbootstrap - Complete Course freeCodeCamp 3:23:57
How to draw on a canvas or image in Tkinter using the mouse pycad
Tkinter Basics Alan D Moore Codes
Python GUI's With TKinter Codemy.com
How to Program a GUI Application (with Python Tkinter)! Keith Galli
tkinter 窗口可视化你的 python 程序 GUI 教学 学习教程 莫烦Python
Build a desktop app with Python Harika bv
How To Create A Desktop Application Using Python And Tkinter Mohammed El Amine Mokhtari
Build a Weather app with Python and Tkinter DevUpskill net
Create GUI App with Tkinter and SQLite - Step by Step Python Tutorial for Beginners Python Simplified
Tkinter Beginner Course - Python GUI Development NeuralNine
Tkinter Python egoroff_channel
Tkinter Keyboard Tutorial World of Python
Python GUI keyboard events ⌨️ Bro Code

PyQt

PyQt
PyQt5 Tutorial - Setup and a Basic GUI Application Tech With Tim
PyQt5 Python 3 Tutorial Tech With Tim
PyQt6 Course For Beginners [Python GUI Framework PyQt ](Parwiz Forogh)3:09:19
使用pyqt开发windows gui程序及打包 开发者学堂
PyQt5 Programming Alan D Moore Codes
Master PyQt5 Alan D Moore Codes
PyQt5 GUI Thursdays Codemy.com
PyQt5视频教程 PyQt5视频教程
Python GUI Development Using PySide6 and Qt – Tutorial freeCodeCamp
[Tutorialsplanet.NET] Udemy - Qt 5 Design Patterns
UIs with Python – Use PyQt5 to Create a Music Player freeCodeCamp

kivi

Kivy Tutorials Python Tech With Tim
Kivy Course - Create Python Games and Mobile Apps freeCodeCamp

PySimpleGUI
The ultimate introduction to simple Python GUIs [ create 10 apps with PySimpleGUI ] Clear Code
Creating 10 Apps in Python [ with PySimpleGui ] Clear Code 4:24:42
Python GUI Development With PySimpleGUI Real Python

book
GTK+3 参考手册 (书栈, )

VSCode

microsoft/vscode updates
Visual Studio Code Extensions to Improve Your Productivity freeCodeCamp
VS Code Tutorial – Become More Productive freeCodeCamp
Visual Studio Code(u, site, new version, docs, Settings Sync, )
Bill Raymond(u, )
Code 2020(u, s, )
Visual Studio Code on Linux s
Microsoft Visual Studio u
VSCode Remote SSH - Linux VM Inside VMWare SciTech Enthusiast
Best VS Code Extensions I Wish I Knew Before　Lama Dev
Note taking inside of VS Code Visual Studio Code
Powerful VSCode Tips And Tricks For Python Development And Design ArjanCodes
Building your own VS Code theme Visual Studio Code
開開心心學 Visual Studio Code . GUTS
玩转VS Code 知乎专栏
20 個 VSCode 開發小技巧，讓你 Coding 三倍速！六角學院
Visual Studio Code 2022 | Web Dev Setup | Top Extensions, Themes, Settings, Tips & Tricks codeSTACKr
VSCodium -- Visual Studio Code without the Microsoft Gamefromscratch
remote-ssh v 2:15
CS50P - Visual Studio Code for CS50
Don't Use a Mouse Anymore! VSCode Shortcuts Tips and Tricks Lama Dev
在 Windows 里安装 Manim，数学动画编程 Manim 入门 程序猿Shawn blibili
Visual Studio Code Tutorial | Introduction to VS Code | Basics in 8 Minutes Max Teaches Tech
VS Code入门教程2020 VSCode Cool

VSCode's Python Interactive mode is AMAZING!

How to disable telemetry reporting

Microsoft Privacy Statement

Visual Studio Code on Linux

VS Code 从入门到进阶

「VS Code」Visual Studio Code 教程：从入门到精通

https://btsow.cam/search/VS%20Code

中文版 Awesome VS Code(git, )

极客时间 玩转VS Code

10个好用的VS Code插件(ch, en)

程序员必备开发工具 v

vscode 小插件 v

GitHub Student Developer Pack s

End to End App Development Using Visual Studio Code Microsoft Reactor v

Visual Studio Code 中的 GitHub 简介 s

VSCode Tutorial For Beginners - Getting Started With VSCode 22:56

VS Code Top-Ten Pro Tips

I Don't Need Postman Anymore!! I Use VS Code Instead...

Top 10 Best VS Code Extensions (2020)
The 5 Best VSCode Extensions Tech With Tim
VSCode Tutorial For Beginners - Getting Started With VSCode
Visual Studio Code (Windows) - Setting up a Python Development Environment and Complete Overview
How to Code a VSCode Extension Ben Awad
Don't Use the Sidebar in VS Code!! James Q Quick
Visual Studio Code James Q Quick
VSCode Web Dev Simplified
Visual Studio Code Crash Course 1:32:34 freeCodeCamp
25 VS Code Productivity Tips and Speed Hacks Fireship
Bye Bye VSCode! What i use now is INSANE! Code with Ania Kubów

Microsoft Visual Studio u

VSCode源码分析 (书栈, )

Idea

AceJump git	JetBrains/intellij-community git
down	JetBrainsTV u

DataSpell: A Brand New IDE for Data Scientists Using Python and R JetBrainsTV
微软vscode强劲对手JetBrains Fleet　后盾人
IntelliJ IDEA 13试用手记 blog
IntelliJ IDEA | Full Course | 2020 Amigoscode
JetBrains 下一代编辑器 Fleet 初探 小刘不是程序员

PyCharm

PyCharm Version Control w/ Git & GitHub | Basics in 12 Minutes | Updated 2022 Max teaches Tech
PyCharm Tutorials Max teaches Tech
PyCharm Tutorial World of Python
配置pycharm+wsl的开发环境 藕丝空间

Lapce

Lapce - Powerful New Code Editor Gamefromscratch

Eclipse

Emacs

XCode

高性能计算

Cython(s, v, git, doc, 文档(s, git, ), 书栈, )	PyPy(s, 书栈, )
pybind11(doc, )	eigen(s, doc, intro, )
eigency(pypi, git, )	Python高性能.第2版.pdf
深入理解并行编程.pdf	《Python Cookbook》第三版 s git bdy pdf
高性能计算 抖音号：80021144

ARCHER High Performance Computing Service u

Numba
High-Performance Computing with Python: Numba and GPUs 25:27
Christoph Deil - Understanding Numba - the Python and Numpy compiler 30:28
How to Accelerate an Existing Codebase with Numba | SciPy 2019 30:30
Fun Python Albert's Code Lab
Learn CPython by Breaking It Coding Tech

Dask

Dask u
Dask 是一个开源库，旨在为现有Python 堆栈提供并行性。 Dask 与Python 库（如NumPy 数组、Pandas DataFrame 和scikit-learn）集成，无需学习新的库或语言，即可跨多个核心、处理器和计算机实现并行执行。
什么是 DASK？为何 DASK 在应用 GPU 后表现更出色 思腾合力

CuPy

CuPy
CuPy(s, s2, doc, v, pypi, git, 知乎, Guide, API, examples, )
CuPy A NumPy compatible Library for the GPU - Sean Farley
CuPy: A NumPy Compatible Library for High Performance Computing with GPU | SciPy 2019 |
CuPy: A Numpy-compatible Library for HPC with GPU | Masayuki Takagi | SciPy Japan 2020
Valentin Haenel: Create CUDA kernels from Python using Numba and CuPy | PyData Amsterdam 2019
William Horton - CUDA in your Python: Effective Parallel Programming on the GPU - PyCon 2019

线程 进程

Parallel Programming in Python Indian Pythonista
Python并行编程 中文版
【2021最新版】Python 并发编程实战，用多线程、多进程、多协程加速程序运行(B, git, aqy, )
[Python Concurrent programming ] Python 并发编程实战 蚂蚁学Python
Python高级编程和异步IO并发编程 优质VIP电影、视频 搬运工〈订阅更新〉
Locking & Synchronizing Threads in Python NeuralNine
Multiprocessing in Python NeuralNine
Why is Python So Slow & Does it Matter? NeuralNine
Threading Tutorial #1 - Concurrency, Threading and Parallelism Explained(Tech With Tim)
Threading Tutorial #2 - Implementing Threading in Python 3 (Examples)(Tech With Tim)
Python Multithreading Tutorial #1 - What is a Thread? Tech With Tim
Let's Learn Python #22 - Multithreading Trevor Payne
Python multithreading Bro Code
Python Threading Tutorial: Run Code Concurrently Using the Threading Module Corey Schafer
Python Multiprocessing Tutorial: Run Code in Parallel Using the Multiprocessing Module Corey Schafer
浅析Python多线程与多进程的使用 汪尊 Leonardo Zhou
Python多线程实战！ 麦叔编程
【操作系统】进程和线程的区别 从0开始数
花花酱 线程与进程 并行计算1 - CS大讲堂 EP1 Hua Hua
为什么我们需要使用多线程？ - 花花酱 CS大讲堂 EP2 Hua Hua
Unlocking your CPU cores in Python (multiprocessing) mCoding

subprocess
60天Python零基础入门（32-1/60）：subprocess模块 学点编程吧
60天Python零基础入门（32-2/60）：subprocess模块 学点编程吧
3 12 subprocess模块 千锋教育
Python Tutorial: Calling External Commands Using the Subprocess Module Corey Schafer

Cython

Speed Up Your Code With Cython NeuralNine

cpython, pypy, jython, rustpython这些都是什么鬼 码农高天

Asyncio

Asyncio
Python Asynchronous Programming - AsyncIO & Async/Await(Tech With Tim)
Asyncio - Asynchronous programming with coroutines(sentdex)
Python tricks: Demystifying async, await, and asyncio(Sebastiaan Mathôt)
Asyncio: Understanding Async / Await in Python Coding Tech
#4.2 加速爬虫: 异步加载 Asyncio (爬虫 scraping 基础 Python) 莫烦Python
Async Await try-catch hell Fireship
为什么要使用 async/await ？技术小哥

High Performance Computing /Parallel Computing 5 Minutes Engineering
Cmu parallel computing Ren Li
Stanford CME 213: Introduction to Parallel Computing using MPI, openMP, and CUDA Winter 2020 Eric Darve
PyCon 2015 - Python's Infamous GIL by Larry Hastings
How Fast is Python's Sort? Performance Test.(mCoding)
22 并行计算(网课慕课)
高并发系统设计40问 极客时间
Python Multiprocessing Tutorial: Run Code in Parallel Using the Multiprocessing Module Corey Schafer
Python Threading Tutorial: Run Code Concurrently Using the Threading Module Corey Schafer
Computer Science - Parallel Computing nptelhrd

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Python高性能编程

app

kivy(s, )
Kivy Tutorial(uList, )	Kivy Intro(u, blog, )

Kivy Course - Create Python Games and Mobile Apps freeCodeCamp
Kivy - Mobile and Desktop App Dev w/ Python sentdex
Python App development(uList, )
Kivy自学笔记 Xiaoqiang Club
Kivy Tutorial for Beginners ProgrammingKnowledge

Web app

Skolo Online u
Python for Web Development – Crash Course [API, SQL Databases, Virtual Environment, Flask, Django] freeCodeCamp
Python Django 7 Hour Course Traversy Media
Flask PythonProgrammi
Python Microservices Web App (with React, Django, Flask) - Full Course
Django / Tailwind Tutorial - Code a Netflix Clone freeCodeCamp
【Flask Web 教程】Yufan Zheng
Learn Flask for Python - Full Tutorial freeCodeCamp
RESTFul API With Flask ProgrammingKnowledge
Python REST API Tutorial - Building a Flask REST API Tech With Tim
REST API Crash Course - Introduction + Full Python API Tutorial Caleb Curry
NestJs Course for Beginners - Create a REST API freeCodeCamp
Build a Django REST API with the Django Rest Framework. Complete Tutorial. CodingEntrepreneurs
Flask Course - Python Web Application Development freeCodeCamp
90分钟用Python和Flask开发博客系统 麦叔编程
Why Microservices Fail Coding Tech
python Tornado 开发者学堂
Machine Learning Web App JCharisTech
Python Website Full Tutorial - Flask, Authentication, Databases & More Tech With Tim
Python API Development - Comprehensive Course for Beginners freeCodeCamp
Streamlit部署YOLOv5目标检测 迷途小书童的Note
I built the same app 3 times | Which Python Framework is best? Django vs Flask vs FastAPI Python Engineer
Python使用Flask开发Web服务 蚂蚁学Python
Flask Blueprints Make Your Apps Modular & Professional NeuralNine
Django For Beginners - Full Tutorial Tech With Tim
Microservices with FastAPI – Full Course freeCodeCamp
Flask & FastAPI Sure
Django Authentication & User Management - Full Tutorial Tech With Tim
Python+Django网站开发系列 Andrew 程序设计
Python In The Browser! PyScript First Look Traversy Media
PyScript is Python in Your Browser NeuralNine
Build a Social Media App with Django – Python Web Framework Tutorial freeCodeCamp
Django REST Framework Course – Build Web APIs with Python freeCodeCamp
Web Development with Python Tutorial – Flask & Dynamic Database-Driven Web Apps freeCodeCamp

视频编辑, 视频剪辑, Video Image Editing

Video Image Editing(PyB TV)
Automatic YouTube Video Generator (Python Script) Aaren Stade
Automated Video Editing With Python NeuralNine moviepy
Split Screen Videos with MoviePy NeuralNine
Create Your Own Custom MoviePy Animations NeuralNine
Python根据字幕文件自动给视频添加字幕（通用版）csdn
调整srt字幕时间，Python实现 s
Linux 上最好的 9 个免费视频编辑软件（2018） Linux中国

爬虫

小熊猫 u 何老师Python u
Python 6小时网络爬虫入门课程完整版(2020年）程序员小飞
Python爬虫 程序员小飞
不扯淡Python爬虫学习路线 （2021） 麦叔编程
崔庆才_Python3爬虫入门到精通课程视频 34课 true while
爬虫基础教学 (Python Scraping 教程) 莫烦Python
Python网络爬虫实战 开发者学堂
21堂信息掘金课，零基础小白也能用数据开挂 Yang Liu
scrapy框架爬虫教学与实例 BT
【Scrapy 爬虫教程】Yufan Zheng
Scrapy Course – Python Web Scraping for Beginners freeCodeCamp
【python】selenium 网页自动化、网路爬虫 GrandmaCan -我阿嬤都會
Python 网络爬虫：从入门到实践　git
Web Scraping with Python - Beautiful Soup Crash Course freeCodeCamp
【Python的網頁爬蟲與資料分析】 人工智慧與數位教育中心 NCCU AIEC
崔庆才Python爬虫系列课程(全) BiteOfPython
互联网开发教程 u
Python3.8入门 & 进阶 & 原生爬虫实战完全解读 Jomy King
sczhengyabin/Image-Downloader 谷歌、百度、必应图片下载
csuldw/AntSpider 1000万豆瓣电影/评论/名人/评分数据采集源码
RiddlerQ/simple_image_download Google image downloader
awolfly9/IPProxyTool 抓取大量免费代理 ip，提取有效 ip 使用
Python 网络爬虫从入门到实战 蚂蚁学Python
Beautiful Soup 4 Tutorial Tech With Tim
Weather API Tutorial in Python NeuralNine
豆瓣爬虫项目，从0到1爬虫教程【Python爬虫实战项目】 图灵星球Turing Planet
2019千锋Python爬虫全套视频（最经典）千锋教育
Python爬虫—国庆档电影爬取与分析【千锋】 千锋教育 drive
2019千锋Python爬虫超详细教程（精华版） 千锋教育 drive
keenwon/antcolony Nodejs实现的一个磁力链接爬虫 文章介绍 blog
Python 網路爬蟲 Web Crawler 基本教學 By 彭彭 彭彭的課程
網路爬蟲實戰教學 大數軟體有限公司
XPath Crash Course For Python Web Scraping NeuralNine
就想写个爬虫，我到底要学多少东西啊？崔庆才 机器学习初学者
网络爬虫实战 DayDayUP
Python爬虫编程基础5天速成 Python入门+数据分析 网课知识大全
Python数据爬虫实战 Python学习指南
ChatGPT教我Python爬虫 1小时搞定数千家公司信息 TheDataQ
【 Python 爬蟲 】2 小時初學者課程 ：一次學會 PTT 爬蟲、Hahow 爬蟲、Yahoo 電影爬蟲！#beautifulsoup #requests #ajax #cookie CodeShiba 程式柴

网络编程

Network Programming with Python Course (build a port scanner, mailing client, chat room, DDOS) freeCodeCamp

Python Socket Programming Tutorial Tech With Tim

Python Sockets Simply Explained NeuralNine

File Transfer via Sockets in Python NeuralNine

Using IPv6 Sockets in Python NeuralNine

TCP vs UDP Sockets in Python NeuralNine

Android Chat App in Python NeuralNine

Python For Networking NeuralNine

Python 3 Basics Tutorial Series sentdex

Python网络编程 Shadowalker git

[Tutorialsplanet.NET] Udemy - Node with SocketIO Build A Full Web Chat App From Scratch

[Tutorialsplanet.NET] Udemy - Socket.IO (with websockets) - the details. (socket io v2)

WebSockets Beginners Tutorial with Socket.IO freeCodeCamp

Python-Excel

Python-Excel(PyB TV)
Automate Excel With Python - Python Excel Tutorial (OpenPyXL)(Tech With Tim)
【python】自动化操作excel（openpyxl）GrandmaCan -我阿嬤都會
Python and Excel Programming With OpenPyXL Codemy.com
Python处理Excel，实战办公自动化 蚂蚁学Python

Manage Folders and Files

Manage Folders and Files(PyB TV)
Python Tutorial: Automate Parsing and Renaming of Multiple Files Corey Schafer

数据处理

PDF

How to Convert HTML to PDF using Python buckmasterinstitute
JazzCore/python-pdfkit HTML to PDF wrapper
wmjordan/PDFPatcher PDF补丁丁 s
Merge PDF Files in Python NeuralNine
Extract PDF Content with Python NeuralNine
Splitting PDF Files with Python NeuralNine

CSV

Python Tutorial: CSV Module - How to Read, Parse, and Write CSV Files Corey Schafer

JSON

Python Tutorial: Working with JSON Data using the json Module Corey Schafer
Learn JSON in 10 Minutes Web Dev Simplified
What is JSON ? Telusko
JsonCrack v
普通話 | Python JSON處理 CHANNEL 536

Auto Download of Videos & Images

Auto Download of Videos & Images (PyB TV)

Jupyter

topics/jupyter-notebook

Reproducible Data Analysis in Jupyter Jake Vanderplas

Jupyter

topics/jupyter-notebook

git wiki

Dockerizing Jupyter Projects towardsdatascience

Reproducible Data Analysis in Jupyter Jake Vanderplas

bqplot Seamless Interactive Visualizations and Dashboards in the Jupyter Notebook | SciPy 2018

Building Interactive Applications and Dashboards in the Jupyter Notebook O'Reilly

Dashboarding with Jupyter Notebooks, Voila and Widgets | SciPy 2019 | M. Breddels and M. Renou Enthought

Jupyter widgets- Maarten Breddels (Maarten Breddels), Sylvain Corlay (QuantStack) O'Reilly

Jakub Czakon: 10 things you should know about Jupyter Notebooks | PyData Warsaw 2017

The Jupyter Interactive Widget Ecosystem | SciPy 2018 Tutorial | Matt Craig

Jupyter Tips and Tricks Google Cloud Tech

Geographical Data Visualization in Jupyter Notebook (ipyleaflet Tutorial Starts from 11'45") Data Science Show

Getting Started with Plotly and Jupyter! Mark Jay

Learn Jupyter Notebooks Mark Jay

3D interactive Graph Animation in Jupyter Notebook mechanical coder engineerknow

Jupyter Widgets doc examples git

搭建 ipython/jupyter notebook 服务器 Ming's Blog

Introduction to Jupyter notebook and Python Serena Bonaretti

Step-by-step tutorials for transparent research Serena Bonaretti

Jupyter Notebook (Tips, Tricks and Hacks) Indian Pythonista

Jupyter notebooks are more powerful than you think CodeEmporium

IPython s Documentation

nbviewer A simple way to share Jupyter Notebooks

Jupyter Notebook Viewer nbviewer

Turn Jupyter Notebooks to Web Apps in Python NeuralNineLangGraph

JupyterLab

JupyterLab

JupyterLab: A Next-Generation Notebook Interface doc git

JupyterLab: The Next Generation Jupyter Web Interface InfoQ

STOP Using Jupyter Notebook! Here's the Better Tool Thu Vu data analytics JupyterLab

pandas Installation JupyterLab s

The Best Jupyterlab Extension That You Didn't Know Existed! Thu Vu data analytics

在 JupyterLab 中绘制流程图 Chenglu

Binder

Binder

Binder Documentation

How to share a Jupyter notebook with Binder? Serena Bonaretti

BinderHub search

Binder 2.0: Next Gen of Reproducible Scientific Environments w/ repo2docker & BinderH | SciPy 2018 Enthought

Plotly

Plotly

Plotly Python s

Getting Started with Plotly and Jupyter! Mark Jay git

LEARN PLOTLY Art of Visualization

Using Plotly and iPython for Scientific Graphing #MP41 Montreal-Python

Python Hacks : Data Visualization using Plotly - Introduction Fluidic Colours

Plotly For Web Based Data Visualization - Basic Charts Using Plotly, Pandas & Matplotlib In Python TheEngineeringWorld

Introduction to Dash Plotly - Data Visualization in Python Charming Data

Geospatial

Geospatial

Geospatial Analysis with Python Rogue Hogue

Introduction to Geospatial Data Analysis with Python | SciPy 2018 Tutorial | Serge Rey

EuroSciPy 2017: GeoPandas - geospatial data in Python made easy

Python: OpenStreetMap API - add Longitudes and Latitudes by using Geopy module Data Science Garage

其他

压缩

Python代码实现压缩软件

python解压压缩包

Decorators

WinRAR 爆高危漏洞！危害极大，这是最佳的解决方法！！请尽快修复你的压缩软件 零度解说

一篇文章搞懂Python装饰器所有用法【建议收藏】 麦叔编程
Python 函数装饰器 runoob

Reuven M. Lerner - Practical decorators - PyCon 2019
Spinning ASCII Donut in Python 🍩 Make Things
Donut-shaped C code that generates a 3D spinning donut Lex Fridman
PySpark Tutorial freeCodeCamp
pygame 3小时制作一个游戏 GrandmaCan -我阿嬤都會
Stardew Valley Game Clone with Python and Pygame – Full Course freeCodeCamp
Creating a Stardew Valley inspired game in Python Clear Code
Drum Machine with Python and Pygame – Full Project Course freeCodeCamp
Pygame Tutorial for Beginners - Python Game Development Course freeCodeCamp
2D Game Development | Pygame Pyathlon
Pygame Programming Tutorials Tech With Tim
Pygame in 90 Minutes - For Beginners Tech With Tim
Pygame Tutorial - Creating Space Invaders Tech With Tim
Pygame Car Racing Tutorial Tech With Tim
Python 游戏开发（中国国家精品课程）华人开放式课程MOOC
Python Project: Snake and Apple Game In Pygame codebasics
PyGame Tutorial World of Python Python game building World of Python
Zelda in Python Clear Code
Convert Python to Android with WINDOWS & LINUX + Fix Common Bugs Python Simplified
3D Animation in Python Tutorial Mandaw
PYTHON:How to access mobile camera to PC monitor Cyber Monster
Python's staticmethod and classmethod, what are they for? mCoding
Jupyter Notebook Tutorial codebasics
jupyter 数据应用课程直播 Min Yuan
porth I don't use Python anymore... Tsoding Daily
发布一个Python包，你需要做哪些事？ 小旭学长
Compiling & Decompiling Python Scripts NeuralNine 反编译
用Python实现自动发送邮件 朱卫军
Create email and text message SMS alerts with Python! ClarityCoders
How to Send Emails Using Python - Plain Text, Adding Attachments, HTML Emails, and More Corey Schafer
How to Automate Emails with Python [New Method 2022] Frank Andrade
Send Emails using Python | HTML Formatting | HTML Tables | Emails with Attachments | HTML Templates BI Insights Inc
How to send HTML Emails using Python || smtplib Fun With Code
Send sms with python - hacking using sms Hybrid technology
How to Send an Email with Python Tech With Tim
[程序员小飞]Python如何定时发送邮件｜Python定时器|SMTP POP3 程序员小飞
Whatsapp Automation - Send Attachments - using Python Get Set Python
Bandwidth Monitor in Python NeuralNine 带宽监视器 psutil
Password Manager in Python NeuralNine cryptography
一节课教你用Python打造一个简单的信息管理系统 Python学习者
Physics Simulations With Python and PyMunk Tech With Tim
Why Random Numbers Aren't Random Tech With Tim
Generating ACTUALLY Random Numbers in Python NeuralNine
Pseudo-Random Number Generator From Scratch in Python NeuralNine
Counters in Python Simply Explained NeuralNine
Python之禅Python 中《import this》背后的故事 刘志军
有趣的Python之import this 大蟒蛇
Why bpython is Awesome DevDungeon
Python Package Publishing Indian Pythonista
Python Misc Projects NeuralNine
Manage Multiple Python Versions with PyEnv NeuralNine

python 内存管理 GC

u2b search_query=python+内存管理

20 7 python的内存管理机制 尚学堂

Memory Allocation and Management in Python - simplified tutorial for beginners simplefunde

Memory Management in Python - The Basics North Bay Python

Python Memory Management | Garbage Collector in python | Reference Counting Algorithm | Part 1 Part 2 Code Framer

代码规范 代码风格

Google Python 风格指南 书栈
所有代码要尽量符合PEP-8规范，并且最好添加符合PEP-257规范的文档字符串(DocString) s
Python的代码风格 PEP8 麦兜搞IT
规范Git Commit git
commitizen不要在瞎提交git啦！ Pegasus Wang

Book

Learning Python? You Must take a look at this book! Not Just for Scientists.(Python Programmer)
要读就读经典好书，差的书不光浪费你的Q，更浪费你的时间 v
Python note-zw
Python编程之美：最佳实践指南.pdf

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Python 3标准库

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