René's URL Explorer Experiment

Title: GitHub - lilinji/LearnPython: 以撸代码的形式学习Python

Open Graph Title: GitHub - lilinji/LearnPython: 以撸代码的形式学习Python

X Title: GitHub - lilinji/LearnPython: 以撸代码的形式学习Python

Description: 以撸代码的形式学习Python. Contribute to lilinji/LearnPython development by creating an account on GitHub.

Open Graph Description: 以撸代码的形式学习Python. Contribute to lilinji/LearnPython development by creating an account on GitHub.

X Description: 以撸代码的形式学习Python. Contribute to lilinji/LearnPython development by creating an account on GitHub.

Opengraph URL: https://github.com/lilinji/LearnPython

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:0b9bf118-e6ab-58ea-70ef-d9f44e34007f
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	A7BE:3F65C8:460EA6:5DDBED:69715772
html-safe-nonce	1dc2c9001a2c6be9be5804ddc5a6f1b97424397783aa04064a2763b048091ad4
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBN0JFOjNGNjVDODo0NjBFQTY6NUREQkVEOjY5NzE1NzcyIiwidmlzaXRvcl9pZCI6IjM3MjE3NTU2NTM4NjUyOTc3NzgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	8dc56cffa9e9729b0953d613d2dbee5b57b34be56ec3e1d63f13ad7a512fdcc3
hovercard-subject-tag	repository:588400443
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/lilinji/LearnPython
twitter:image	https://opengraph.githubassets.com/dea8c0eda0573b643de137d07763ecdea08108d3db9abefb90a343b66e415c39/lilinji/LearnPython
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/dea8c0eda0573b643de137d07763ecdea08108d3db9abefb90a343b66e415c39/lilinji/LearnPython
og:image:alt	以撸代码的形式学习Python. Contribute to lilinji/LearnPython development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	fd5876ec68f4a61d42f4010f6d1b2764d8ae314777de44028a7708a1d7bac1b5
turbo-cache-control	no-preview
go-import	github.com/lilinji/LearnPython git https://github.com/lilinji/LearnPython.git
octolytics-dimension-user_id	6768738
octolytics-dimension-user_login	lilinji
octolytics-dimension-repository_id	588400443
octolytics-dimension-repository_nwo	lilinji/LearnPython
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	136791839
octolytics-dimension-repository_parent_nwo	jackfrued/LearnPython
octolytics-dimension-repository_network_root_id	70761144
octolytics-dimension-repository_network_root_nwo	xianhu/LearnPython
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	8f48ed2345879fb640360c3a24f1d1780c3ed3cb
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/lilinji/LearnPython#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Flilinji%2FLearnPython
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Flilinji%2FLearnPython
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=lilinji%2FLearnPython
Reload	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Reload	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Reload	https://patch-diff.githubusercontent.com/lilinji/LearnPython
lilinji	https://patch-diff.githubusercontent.com/lilinji
LearnPython	https://patch-diff.githubusercontent.com/lilinji/LearnPython
jackfrued/LearnPython	https://patch-diff.githubusercontent.com/jackfrued/LearnPython
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Flilinji%2FLearnPython
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Flilinji%2FLearnPython
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Flilinji%2FLearnPython
github.com/xianhu/LearnPython	https://github.com/xianhu/LearnPython
0 stars	https://patch-diff.githubusercontent.com/lilinji/LearnPython/stargazers
4.1k forks	https://patch-diff.githubusercontent.com/lilinji/LearnPython/forks
Branches	https://patch-diff.githubusercontent.com/lilinji/LearnPython/branches
Tags	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tags
Activity	https://patch-diff.githubusercontent.com/lilinji/LearnPython/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Flilinji%2FLearnPython
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Flilinji%2FLearnPython
Code	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Pull requests 0	https://patch-diff.githubusercontent.com/lilinji/LearnPython/pulls
Actions	https://patch-diff.githubusercontent.com/lilinji/LearnPython/actions
Projects 0	https://patch-diff.githubusercontent.com/lilinji/LearnPython/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://patch-diff.githubusercontent.com/lilinji/LearnPython/security
Please reload this page	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Insights	https://patch-diff.githubusercontent.com/lilinji/LearnPython/pulse
Code	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Pull requests	https://patch-diff.githubusercontent.com/lilinji/LearnPython/pulls
Actions	https://patch-diff.githubusercontent.com/lilinji/LearnPython/actions
Projects	https://patch-diff.githubusercontent.com/lilinji/LearnPython/projects
Security	https://patch-diff.githubusercontent.com/lilinji/LearnPython/security
Insights	https://patch-diff.githubusercontent.com/lilinji/LearnPython/pulse
Branches	https://patch-diff.githubusercontent.com/lilinji/LearnPython/branches
Tags	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tags
	https://patch-diff.githubusercontent.com/lilinji/LearnPython/branches
	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tags
138 Commits	https://patch-diff.githubusercontent.com/lilinji/LearnPython/commits/master/
	https://patch-diff.githubusercontent.com/lilinji/LearnPython/commits/master/
Docker	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/Docker
Docker	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/Docker
MyShow	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/MyShow
MyShow	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/MyShow
Text	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/Text
Text	https://patch-diff.githubusercontent.com/lilinji/LearnPython/tree/master/Text
.gitignore	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/.gitignore
README.md	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/README.md
python_aiohttp.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_aiohttp.py
python_aiohttp.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_aiohttp.py
python_base.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_base.py
python_base.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_base.py
python_context.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_context.py
python_context.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_context.py
python_coroutine.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_coroutine.py
python_coroutine.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_coroutine.py
python_csv.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_csv.py
python_csv.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_csv.py
python_datetime.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_datetime.py
python_datetime.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_datetime.py
python_decorator.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_decorator.py
python_decorator.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_decorator.py
python_flask.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_flask.py
python_flask.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_flask.py
python_functional.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_functional.py
python_functional.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_functional.py
python_lda.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_lda.py
python_lda.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_lda.py
python_magic_methods.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_magic_methods.py
python_magic_methods.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_magic_methods.py
python_markov_chain.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_markov_chain.py
python_markov_chain.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_markov_chain.py
python_metaclass.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_metaclass.py
python_metaclass.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_metaclass.py
python_numpy.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_numpy.py
python_numpy.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_numpy.py
python_oneline.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_oneline.py
python_oneline.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_oneline.py
python_requests.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_requests.py
python_requests.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_requests.py
python_restful_api.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_restful_api.py
python_restful_api.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_restful_api.py
python_spider.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_spider.py
python_spider.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_spider.py
python_sqlalchemy.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_sqlalchemy.py
python_sqlalchemy.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_sqlalchemy.py
python_thread_multiprocess.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_thread_multiprocess.py
python_thread_multiprocess.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_thread_multiprocess.py
python_version36.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_version36.py
python_version36.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_version36.py
python_visual.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_visual.py
python_visual.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_visual.py
python_visual_animation.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_visual_animation.py
python_visual_animation.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_visual_animation.py
python_wechat.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_wechat.py
python_wechat.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_wechat.py
python_weibo.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_weibo.py
python_weibo.py	https://patch-diff.githubusercontent.com/lilinji/LearnPython/blob/master/python_weibo.py
README	https://patch-diff.githubusercontent.com/lilinji/LearnPython
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#learnpython
知乎专栏-撸代码,学知识	https://zhuanlan.zhihu.com/pythoner
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_basepy-千行代码入门python
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_visualpy-15张图入门matplotlib
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_visual_animationpy-使用matplotlib画动态图实例
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_spiderpy-一个很水的python爬虫入门代码文件
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_weibopy-史上最详细的python模拟登录新浪微博流程
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_ldapy-玩点高级的--带你入门topic模型lda小改进附源码
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_sqlalchemypy-作为一个pythoner-不会sqlalchemy都不好意思跟同行打招呼
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_onelinepy-几个小例子告诉你-一行python代码能干哪些事
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_requestspy-python中最好用的爬虫库requests代码实例
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_functionalpy-python进阶-函数式编程实例附代码
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_decoratorpy-python进阶-通过实例详解装饰器附代码
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_datetimepy-你真的了解python中的日期时间处理吗
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_metaclasspy-python进阶-一步步理解python中的元类metaclass
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_coroutinepy-python进阶-理解python中的异步io和协程coroutine-并应用在爬虫中
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_aiohttppy-python中最好用的异步爬虫库aiohttp代码实例
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_thread_multiprocesspy-python进阶-聊聊io密集型任务计算密集型任务以及多线程多进程
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_version36py-python36正式版要来了-你期待哪些新特性
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_magic_methods-python进阶-实例讲解python中的魔法函数magic-methods
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_restful_apipy-利用python和flask快速开发restful-api
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_restful_apipy-restful-api进阶-连接数据库添加参数token认证返回代码说明等
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_contextpy-with语句和上下文管理器contextmanager
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_flaskpy-flask相关说明
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#myshow-玩点好玩的--知乎全部话题关系可视化
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_markov_chainpy-玩点好玩的--使用马尔可夫模型自动生成文章
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_wechatpy-玩点好玩的--自己写一个微信小助手
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_csvpy-python中csv文件的简单读写
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#python_numpypy-使用numpy进行矩阵操作
	https://patch-diff.githubusercontent.com/lilinji/LearnPython#您可以fork该项目-并在修改后提交pull-request-看到后会尽量进行代码合并
github.com/xianhu/LearnPython	https://github.com/xianhu/LearnPython
Readme	https://patch-diff.githubusercontent.com/lilinji/LearnPython#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/lilinji/LearnPython
Activity	https://patch-diff.githubusercontent.com/lilinji/LearnPython/activity
0 stars	https://patch-diff.githubusercontent.com/lilinji/LearnPython/stargazers
0 watching	https://patch-diff.githubusercontent.com/lilinji/LearnPython/watchers
0 forks	https://patch-diff.githubusercontent.com/lilinji/LearnPython/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flilinji%2FLearnPython&report=lilinji+%28user%29
Releases	https://patch-diff.githubusercontent.com/lilinji/LearnPython/releases
Packages 0	https://patch-diff.githubusercontent.com/users/lilinji/packages?repo_name=LearnPython
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.