René's URL Explorer Experiment

Title: GitHub - ngnquan/Practical_Python_Programming: 北邮《Python编程与实践》课程资料

Open Graph Title: GitHub - ngnquan/Practical_Python_Programming: 北邮《Python编程与实践》课程资料

X Title: GitHub - ngnquan/Practical_Python_Programming: 北邮《Python编程与实践》课程资料

Description: 北邮《Python编程与实践》课程资料. Contribute to ngnquan/Practical_Python_Programming development by creating an account on GitHub.

Open Graph Description: 北邮《Python编程与实践》课程资料. Contribute to ngnquan/Practical_Python_Programming development by creating an account on GitHub.

X Description: 北邮《Python编程与实践》课程资料. Contribute to ngnquan/Practical_Python_Programming development by creating an account on GitHub.

Opengraph URL: https://github.com/ngnquan/Practical_Python_Programming

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:1ebadcdc-1431-6901-35bb-0f53b52477cd
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	DFCE:3890DD:354BB09:49A9D8E:6977C8FD
html-safe-nonce	cccbe0cd93780c95e612fb6c0a19e745d79a9a0a81b1937d8db6ce2cdb7ee6ae
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERkNFOjM4OTBERDozNTRCQjA5OjQ5QTlEOEU6Njk3N0M4RkQiLCJ2aXNpdG9yX2lkIjoiNDU1MDU1NzA2NDkzMjg3MDM5NyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	485e0218fd609bbd6b82a19343b892219d881fa3a790d381e643a2188f7f69bf
hovercard-subject-tag	repository:350244488
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/ngnquan/Practical_Python_Programming
twitter:image	https://opengraph.githubassets.com/a07f2f38eab6b4a9c6f51824c8dfd940794bb2da66396b4421f5f8a69d7ae4b0/ngnquan/Practical_Python_Programming
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a07f2f38eab6b4a9c6f51824c8dfd940794bb2da66396b4421f5f8a69d7ae4b0/ngnquan/Practical_Python_Programming
og:image:alt	北邮《Python编程与实践》课程资料. Contribute to ngnquan/Practical_Python_Programming 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	173f8c2eae2e017de550dd28a9ea88ad5c1e52c70df7ea05bcd820330b3b2fec
turbo-cache-control	no-preview
go-import	github.com/ngnquan/Practical_Python_Programming git https://github.com/ngnquan/Practical_Python_Programming.git
octolytics-dimension-user_id	37945051
octolytics-dimension-user_login	ngnquan
octolytics-dimension-repository_id	350244488
octolytics-dimension-repository_nwo	ngnquan/Practical_Python_Programming
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	247700314
octolytics-dimension-repository_parent_nwo	fly51fly/Practical_Python_Programming
octolytics-dimension-repository_network_root_id	247700314
octolytics-dimension-repository_network_root_nwo	fly51fly/Practical_Python_Programming
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	7b19554cad55a536fac18eeedb416dd87c37b1f5
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fngnquan%2FPractical_Python_Programming
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%2Fngnquan%2FPractical_Python_Programming
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=ngnquan%2FPractical_Python_Programming
Reload	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
Reload	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
Reload	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
ngnquan	https://patch-diff.githubusercontent.com/ngnquan
Practical_Python_Programming	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
fly51fly/Practical_Python_Programming	https://patch-diff.githubusercontent.com/fly51fly/Practical_Python_Programming
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fngnquan%2FPractical_Python_Programming
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fngnquan%2FPractical_Python_Programming
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fngnquan%2FPractical_Python_Programming
0 stars	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/stargazers
172 forks	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/forks
Branches	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/branches
Tags	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tags
Activity	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fngnquan%2FPractical_Python_Programming
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fngnquan%2FPractical_Python_Programming
Code	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
Pull requests 0	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/pulls
Actions	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/actions
Projects 0	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/projects
Security 0	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/security
Insights	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/pulse
Code	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
Pull requests	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/pulls
Actions	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/actions
Projects	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/projects
Security	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/security
Insights	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/pulse
Branches	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/branches
Tags	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tags
	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/branches
	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tags
45 Commits	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/commits/master/
	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/commits/master/
code	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/code
code	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/code
images	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/images
images	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/images
questions	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/questions
questions	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/questions
slides	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/slides
slides	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/tree/master/slides
.gitignore	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/blob/master/.gitignore
README.md	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/blob/master/README.md
README	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming#北京邮电大学python编程与实践课程2020
@爱可可-爱生活	https://weibo.com/fly51fly
《Think Python 2nd Edition》 by Allen B. Downey	https://greenteapress.com/wp/think-python-2e/
免费在线浏览	https://codingpy.com/books/thinkpython2/index.html
北邮陈光《Python编程与实践》(2020)	https://www.bilibili.com/video/BV1b7411N7P2
PPT下载	https://github.com/fly51fly/Practical_Python_Programming/blob/master/slides/001Introduction.pptx
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_1_001.jpg
L1	https://www.bilibili.com/video/av92186118?p=1
L1.1	https://www.bilibili.com/video/av92186118?p=2
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_2_001.jpg
L2	https://www.bilibili.com/video/av92186118?p=3
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_002.md
L2.1	https://www.bilibili.com/video/av92186118?p=4
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_2_002.jpg
L2.2	https://www.bilibili.com/video/av92186118?p=5
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_3_001.jpg
L3	https://www.bilibili.com/video/av92186118?p=6
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_004.md
L3.1	https://www.bilibili.com/video/av92186118?p=7
L3.2	https://www.bilibili.com/video/av92186118?p=8
L3.3	https://www.bilibili.com/video/av92186118?p=9
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_4.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_4_001.jpg
L4.1	https://www.bilibili.com/video/av92186118?p=10
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_004.md
Python Tutor网站	http://www.pythontutor.com/visualize.html#mode=edit
L4.2	https://www.bilibili.com/video/av92186118?p=11
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_5.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_5_001.jpg
L5.1	https://www.bilibili.com/video/av92186118?p=12
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_005.md
L5.2	https://www.bilibili.com/video/av92186118?p=13
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_6.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_6_001.jpg
L6.1	https://www.bilibili.com/video/av92186118?p=15
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_006.md
L6.2	https://www.bilibili.com/video/av92186118?p=16
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_7.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_7_001.jpg
L7.1	https://www.bilibili.com/video/av92186118?p=17
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_007.md
L7.2	https://www.bilibili.com/video/av92186118?p=18
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_8.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_8_001.jpg
L8.1	https://www.bilibili.com/video/av92186118?p=19
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_008.md
L8.2	https://www.bilibili.com/video/av92186118?p=20
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_9.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_9_001.jpg
L9.1	https://www.bilibili.com/video/av92186118?p=21
L9.2	https://www.bilibili.com/video/av92186118?p=22
L9.3	https://www.bilibili.com/video/av92186118?p=23
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_009.md
L9.4	https://www.bilibili.com/video/av92186118?p=24
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_10.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_10_001.jpg
L10.1	https://www.bilibili.com/video/av92186118?p=25
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_010.md
L10.2	https://www.bilibili.com/video/av92186118?p=26
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_11.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_11_001.jpg
L11.1	https://www.bilibili.com/video/av92186118?p=27
L11.2	https://www.bilibili.com/video/av92186118?p=28
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_011.md
L11.3	https://www.bilibili.com/video/av92186118?p=29
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_12.ipynb
	https://github.com/fly51fly/Practical_Python_Programming/blob/master/images/class_12_001.jpg
L12.1	https://www.bilibili.com/video/av92186118?p=30
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_012.md
L12.2	https://www.bilibili.com/video/av92186118?p=31
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_13.ipynb
L13.1	https://www.bilibili.com/video/av92186118?p=32
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_013.md
L13.2	https://www.bilibili.com/video/av92186118?p=33
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_14.ipynb
L14.1	https://www.bilibili.com/video/BV1b7411N7P2?p=34
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_014.md
L14.2	https://www.bilibili.com/video/BV1b7411N7P2?p=35
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_15.ipynb
L15.1	https://www.bilibili.com/video/BV1b7411N7P2?p=36
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_015.md
L15.2	https://www.bilibili.com/video/BV1b7411N7P2?p=37
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_16.ipynb
L16.1	https://www.bilibili.com/video/BV1b7411N7P2?p=38
问题列表	https://github.com/fly51fly/Practical_Python_Programming/blob/master/questions/question_016.md
L16.2	https://www.bilibili.com/video/BV1b7411N7P2?p=39
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_17.ipynb
L17.1	https://www.bilibili.com/video/BV1b7411N7P2?p=40
Jupyter Notebook	https://github.com/fly51fly/Practical_Python_Programming/blob/master/code/Python_Class_18.ipynb
L18.1	https://www.bilibili.com/video/BV1b7411N7P2?p=41
中文 Python 笔记	https://github.com/lijin-THU/notes-python
千行代码入门Python	https://github.com/xianhu/LearnPython
Python代码运行可视化	http://www.pythontutor.com/index.html
Comprehensive Python Cheatsheet	https://gto76.github.io/python-cheatsheet/
The Hitchhiker's Guide to Python	https://docs.python-guide.org/intro/learning/
正则表达式调试/可视化	https://regexr.com/
正则表达式图形式可视化	https://jex.im/regulex
Readme	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming
Activity	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/activity
0 stars	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/stargazers
0 watching	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/watchers
0 forks	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fngnquan%2FPractical_Python_Programming&report=ngnquan+%28user%29
Releases	https://patch-diff.githubusercontent.com/ngnquan/Practical_Python_Programming/releases
Packages 0	https://patch-diff.githubusercontent.com/users/ngnquan/packages?repo_name=Practical_Python_Programming
	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.