Python
https://docs.python.org/zh-cn/3/contents.html
How To Read Documentations For Beginners NeuralNine
https://github.com/python/cpython
常用
Real Python Tutorials(s, ) | ||
Full Stack Python(s, ) | ||
Jupyter / IPython(u, ) | pip(小马, ) | |
venv(小马, ) | Virtualenv(小马, ) | |
Python教程 廖雪峰 | Python 包索引 pypi | |
Python Programming(quora, ) | ||
Python Web Frameworks(quora, ) | ||
anvil(s, ) | ||
Python 资源大全(书栈, ) | ||
PyXLL(u2b, ) | ||
EuroSciPy(u2b, ) | ||
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
机构
PyCon
UP主
Data Science Dojo(u2b, ) | Real Python(u2b, ) |
Corey Schafer(u2b, ) | Python Simplified(u2b, ) |
彭彭的課程(u2b, ) | Alfred Essa(u2b, ) |
Luke Barousse(u2b, ) | |
ruoyu zhang(u, ) | |
Python Programmer(u, ) | Sebastiaan Mathôt(u, ) |
Pyathlon u | Know-How u |
Tech-Gram Academy u | PyPros 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 |
💪🏻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, ) | |
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 |
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) |
IPython 入門 Yen-Lung Tsai |
【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, ) |
3D Visualization with Mayavi | SciPy 2018 Tutorial | Prabhu Ramachandran Enthought |
mayavi doc |
Intermediate Python Programming(freeCodeCamp, sentdex, Tech With Tim, NeuralNine, |
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 |
【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 | |
【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 | |
26 机器学习入门篇 | |
28 机器学习提升篇 | |
30 深度学习必备原理与实战 | |
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 |
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 |
模块
tqdm(git, ) | ||
timeit(文档, ) | ||
Twisted(s, ) | PyMongo(书栈, ) | |
Guake(doc, ) | Click(s, ) | |
wagtail(s, ) | scrapy(s, ) | |
sqlalchemy(s, ) | functools(doc, ) | scapy(s, ) |
Pylint(v, ) | ||
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 |
|---|
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 - 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) |
Python sympy Module Tutorials John Hammond |
Solving Systems Of Equations Using Sympy And Numpy (Python) |
Sympy Basics Abdullah |
SymPy is REVOLUTIONARY For Mathematical Tasks NeuralNine |
| 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 |
| 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 |
|---|
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_html爬虫模块 Xiaoqiang Club |
Requests Library in Python - Beginner Crash Course NeuralNine |
| BeautifulSoup | ||
|---|---|---|
Обучение парсингу на Python #1 | Парсинг сайтов | Разбираем методы библиотеки Beautifulsoup PythonToday | ||
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 |
| 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
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 |
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) |
详解Python中pyautogui库的最全使用方法 s
All Top 40 Python Libraries EXPLAINED in 20 minutes
GUI
| up | |
|---|---|
Alan D Moore Codes(u, ) |
| 视频 |
|---|
Tkinter vs. PyQt: Which Python GUI framework is right for you? Alan D Moore Codes |
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 |
|---|
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 |
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
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, ) |
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 |
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
「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, )
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
I Don't Need Postman Anymore!! I Use VS Code Instead...
The 5 Best VSCode Extensions Tech With Tim |
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
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
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 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 |
[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 |
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 |
app
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 |
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
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 |
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
JupyterLab
Binder
Plotly
Geospatial
其他
压缩
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
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 |
代码规范 代码风格
Google Python 风格指南 书栈 |
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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