René's URL Explorer Experiment

Title: GitHub - kaichenma/intermediatePython · GitHub

Open Graph Title: GitHub - kaichenma/intermediatePython

X Title: GitHub - kaichenma/intermediatePython

Description: Contribute to kaichenma/intermediatePython development by creating an account on GitHub.

Open Graph Description: Contribute to kaichenma/intermediatePython development by creating an account on GitHub.

X Description: Contribute to kaichenma/intermediatePython development by creating an account on GitHub.

Mail addresses
yasoob.khld@gmail.com
yasoob.khld@gmail.com
yasoob.khld@gmail.com

Opengraph URL: https://github.com/kaichenma/intermediatePython

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:23fb3010-1b62-37aa-e0a7-7709a6df6b34
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	922A:12D2F6:101E1ED:15C59E8:6A4F0B0B
html-safe-nonce	d7d9a91fb59a3a6e9e7e906a26ee5c218cf17fc4fbcb4c46dd1b8219ff1b1e79
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5MjJBOjEyRDJGNjoxMDFFMUVEOjE1QzU5RTg6NkE0RjBCMEIiLCJ2aXNpdG9yX2lkIjoiNDU1NDQ0MjM2OTY3MjM1MDQ3NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	d2d2c780df03e3601c7d4595d4757b954b74f168e2801f21aa2324b1d82bf235
hovercard-subject-tag	repository:106190323
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/kaichenma/intermediatePython
twitter:image	https://opengraph.githubassets.com/896191cb301630062b0e719365505bf94def3bad5aa90e7916838adc6f1cd0c2/kaichenma/intermediatePython
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/896191cb301630062b0e719365505bf94def3bad5aa90e7916838adc6f1cd0c2/kaichenma/intermediatePython
og:image:alt	Contribute to kaichenma/intermediatePython 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	b92d11c0aa4a77d54ef4af1078b6a15fb5a70a215b30c4ecf28889d5a8e656d9
turbo-cache-control	no-cache
go-import	github.com/kaichenma/intermediatePython git https://github.com/kaichenma/intermediatePython.git
octolytics-dimension-user_id	32040827
octolytics-dimension-user_login	kaichenma
octolytics-dimension-repository_id	106190323
octolytics-dimension-repository_nwo	kaichenma/intermediatePython
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	40785817
octolytics-dimension-repository_parent_nwo	yasoob/intermediatePython
octolytics-dimension-repository_network_root_id	40785817
octolytics-dimension-repository_network_root_nwo	yasoob/intermediatePython
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	2b8f23afb982271f1b22258a94aede67a6b77760
ui-target	canary-2
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/kaichenma/intermediatePython#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fkaichenma%2FintermediatePython
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
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
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fkaichenma%2FintermediatePython
Sign up	https://github.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=kaichenma%2FintermediatePython
Reload	https://github.com/kaichenma/intermediatePython
Reload	https://github.com/kaichenma/intermediatePython
Reload	https://github.com/kaichenma/intermediatePython
kaichenma	https://github.com/kaichenma
intermediatePython	https://github.com/kaichenma/intermediatePython
yasoob/intermediatePython	https://github.com/yasoob/intermediatePython
Notifications	https://github.com/login?return_to=%2Fkaichenma%2FintermediatePython
Fork 0	https://github.com/login?return_to=%2Fkaichenma%2FintermediatePython
Star 0	https://github.com/login?return_to=%2Fkaichenma%2FintermediatePython
Code	https://github.com/kaichenma/intermediatePython
Pull requests 0	https://github.com/kaichenma/intermediatePython/pulls
Actions	https://github.com/kaichenma/intermediatePython/actions
Projects	https://github.com/kaichenma/intermediatePython/projects
Wiki	https://github.com/kaichenma/intermediatePython/wiki
Security and quality 0	https://github.com/kaichenma/intermediatePython/security
Insights	https://github.com/kaichenma/intermediatePython/pulse
Code	https://github.com/kaichenma/intermediatePython
Pull requests	https://github.com/kaichenma/intermediatePython/pulls
Actions	https://github.com/kaichenma/intermediatePython/actions
Projects	https://github.com/kaichenma/intermediatePython/projects
Wiki	https://github.com/kaichenma/intermediatePython/wiki
Security and quality	https://github.com/kaichenma/intermediatePython/security
Insights	https://github.com/kaichenma/intermediatePython/pulse
	https://github.com/kaichenma/intermediatePython
Branches	https://github.com/kaichenma/intermediatePython/branches
Tags	https://github.com/kaichenma/intermediatePython/tags
	https://github.com/kaichenma/intermediatePython/branches
	https://github.com/kaichenma/intermediatePython/tags
285 Commits	https://github.com/kaichenma/intermediatePython/commits/master/
	https://github.com/kaichenma/intermediatePython/commits/master/
_static	https://github.com/kaichenma/intermediatePython/tree/master/_static
_static	https://github.com/kaichenma/intermediatePython/tree/master/_static
CNAME	https://github.com/kaichenma/intermediatePython/blob/master/CNAME
CNAME	https://github.com/kaichenma/intermediatePython/blob/master/CNAME
Makefile	https://github.com/kaichenma/intermediatePython/blob/master/Makefile
Makefile	https://github.com/kaichenma/intermediatePython/blob/master/Makefile
README.md	https://github.com/kaichenma/intermediatePython/blob/master/README.md
README.md	https://github.com/kaichenma/intermediatePython/blob/master/README.md
__slots__magic.rst	https://github.com/kaichenma/intermediatePython/blob/master/__slots__magic.rst
__slots__magic.rst	https://github.com/kaichenma/intermediatePython/blob/master/__slots__magic.rst
args_and_kwargs.rst	https://github.com/kaichenma/intermediatePython/blob/master/args_and_kwargs.rst
args_and_kwargs.rst	https://github.com/kaichenma/intermediatePython/blob/master/args_and_kwargs.rst
classes.rst	https://github.com/kaichenma/intermediatePython/blob/master/classes.rst
classes.rst	https://github.com/kaichenma/intermediatePython/blob/master/classes.rst
collections.rst	https://github.com/kaichenma/intermediatePython/blob/master/collections.rst
collections.rst	https://github.com/kaichenma/intermediatePython/blob/master/collections.rst
comprehensions.rst	https://github.com/kaichenma/intermediatePython/blob/master/comprehensions.rst
comprehensions.rst	https://github.com/kaichenma/intermediatePython/blob/master/comprehensions.rst
conf.py	https://github.com/kaichenma/intermediatePython/blob/master/conf.py
conf.py	https://github.com/kaichenma/intermediatePython/blob/master/conf.py
context_managers.rst	https://github.com/kaichenma/intermediatePython/blob/master/context_managers.rst
context_managers.rst	https://github.com/kaichenma/intermediatePython/blob/master/context_managers.rst
coroutines.rst	https://github.com/kaichenma/intermediatePython/blob/master/coroutines.rst
coroutines.rst	https://github.com/kaichenma/intermediatePython/blob/master/coroutines.rst
debugging.rst	https://github.com/kaichenma/intermediatePython/blob/master/debugging.rst
debugging.rst	https://github.com/kaichenma/intermediatePython/blob/master/debugging.rst
decorators.rst	https://github.com/kaichenma/intermediatePython/blob/master/decorators.rst
decorators.rst	https://github.com/kaichenma/intermediatePython/blob/master/decorators.rst
enumerate.rst	https://github.com/kaichenma/intermediatePython/blob/master/enumerate.rst
enumerate.rst	https://github.com/kaichenma/intermediatePython/blob/master/enumerate.rst
exceptions.rst	https://github.com/kaichenma/intermediatePython/blob/master/exceptions.rst
exceptions.rst	https://github.com/kaichenma/intermediatePython/blob/master/exceptions.rst
flaskstyle.sty	https://github.com/kaichenma/intermediatePython/blob/master/flaskstyle.sty
flaskstyle.sty	https://github.com/kaichenma/intermediatePython/blob/master/flaskstyle.sty
for_-_else.rst	https://github.com/kaichenma/intermediatePython/blob/master/for_-_else.rst
for_-_else.rst	https://github.com/kaichenma/intermediatePython/blob/master/for_-_else.rst
function_caching.rst	https://github.com/kaichenma/intermediatePython/blob/master/function_caching.rst
function_caching.rst	https://github.com/kaichenma/intermediatePython/blob/master/function_caching.rst
generators.rst	https://github.com/kaichenma/intermediatePython/blob/master/generators.rst
generators.rst	https://github.com/kaichenma/intermediatePython/blob/master/generators.rst
global_&_return.rst	https://github.com/kaichenma/intermediatePython/blob/master/global_%26_return.rst
global_&_return.rst	https://github.com/kaichenma/intermediatePython/blob/master/global_%26_return.rst
index.rst	https://github.com/kaichenma/intermediatePython/blob/master/index.rst
index.rst	https://github.com/kaichenma/intermediatePython/blob/master/index.rst
lambdas.rst	https://github.com/kaichenma/intermediatePython/blob/master/lambdas.rst
lambdas.rst	https://github.com/kaichenma/intermediatePython/blob/master/lambdas.rst
make.bat	https://github.com/kaichenma/intermediatePython/blob/master/make.bat
make.bat	https://github.com/kaichenma/intermediatePython/blob/master/make.bat
map_filter.rst	https://github.com/kaichenma/intermediatePython/blob/master/map_filter.rst
map_filter.rst	https://github.com/kaichenma/intermediatePython/blob/master/map_filter.rst
mutation.rst	https://github.com/kaichenma/intermediatePython/blob/master/mutation.rst
mutation.rst	https://github.com/kaichenma/intermediatePython/blob/master/mutation.rst
object_introspection.rst	https://github.com/kaichenma/intermediatePython/blob/master/object_introspection.rst
object_introspection.rst	https://github.com/kaichenma/intermediatePython/blob/master/object_introspection.rst
one_liners.rst	https://github.com/kaichenma/intermediatePython/blob/master/one_liners.rst
one_liners.rst	https://github.com/kaichenma/intermediatePython/blob/master/one_liners.rst
open_function.rst	https://github.com/kaichenma/intermediatePython/blob/master/open_function.rst
open_function.rst	https://github.com/kaichenma/intermediatePython/blob/master/open_function.rst
params.json	https://github.com/kaichenma/intermediatePython/blob/master/params.json
params.json	https://github.com/kaichenma/intermediatePython/blob/master/params.json
python_c_extension.rst	https://github.com/kaichenma/intermediatePython/blob/master/python_c_extension.rst
python_c_extension.rst	https://github.com/kaichenma/intermediatePython/blob/master/python_c_extension.rst
python_modules_in_c.rst	https://github.com/kaichenma/intermediatePython/blob/master/python_modules_in_c.rst
python_modules_in_c.rst	https://github.com/kaichenma/intermediatePython/blob/master/python_modules_in_c.rst
set_-_data_structure.rst	https://github.com/kaichenma/intermediatePython/blob/master/set_-_data_structure.rst
set_-_data_structure.rst	https://github.com/kaichenma/intermediatePython/blob/master/set_-_data_structure.rst
targeting_python_2_3.rst	https://github.com/kaichenma/intermediatePython/blob/master/targeting_python_2_3.rst
targeting_python_2_3.rst	https://github.com/kaichenma/intermediatePython/blob/master/targeting_python_2_3.rst
ternary_operators.rst	https://github.com/kaichenma/intermediatePython/blob/master/ternary_operators.rst
ternary_operators.rst	https://github.com/kaichenma/intermediatePython/blob/master/ternary_operators.rst
virtual_environment.rst	https://github.com/kaichenma/intermediatePython/blob/master/virtual_environment.rst
virtual_environment.rst	https://github.com/kaichenma/intermediatePython/blob/master/virtual_environment.rst
README	https://github.com/kaichenma/intermediatePython
	https://github.com/kaichenma/intermediatePython/blob/master/_static/cover.png
	https://github.com/kaichenma/intermediatePython#intermediate-python
Gumroad	https://gum.co/intermediate_python
	https://github.com/kaichenma/intermediatePython#table-of-contents
Virtual Environment	https://github.com/kaichenma/intermediatePython/blob/master/virtual_environment.rst
Debugging	https://github.com/kaichenma/intermediatePython/blob/master/debugging.rst
Object introspection	https://github.com/kaichenma/intermediatePython/blob/master/object_introspection.rst
Exceptions	https://github.com/kaichenma/intermediatePython/blob/master/exceptions.rst
For - Else	https://github.com/kaichenma/intermediatePython/blob/master/for_-_else.rst
Ternary Operators	https://github.com/kaichenma/intermediatePython/blob/master/ternary_operators.rst
Global & Return	https://github.com/kaichenma/intermediatePython/blob/master/global_&_return.rst
Open function	https://github.com/kaichenma/intermediatePython/blob/master/open_function.rst
args and *kwargs	https://github.com/kaichenma/intermediatePython/blob/master/args_and_kwargs.rst
Context managers	https://github.com/kaichenma/intermediatePython/blob/master/context_managers.rst
Enumerate	https://github.com/kaichenma/intermediatePython/blob/master/enumerate.rst
Lambdas	https://github.com/kaichenma/intermediatePython/blob/master/lambdas.rst
set Data Structure	https://github.com/kaichenma/intermediatePython/blob/master/set_-_data_structure.rst
Map & Filter	https://github.com/kaichenma/intermediatePython/blob/master/map_filter.rst
Comprehensions	https://github.com/kaichenma/intermediatePython/blob/master/comprehensions.rst
Generators	https://github.com/kaichenma/intermediatePython/blob/master/generators.rst
Coroutines	https://github.com/kaichenma/intermediatePython/blob/master/coroutines.rst
Collections	https://github.com/kaichenma/intermediatePython/blob/master/collections.rst
Mutation	https://github.com/kaichenma/intermediatePython/blob/master/mutation.rst
__slots__ Magic	https://github.com/kaichenma/intermediatePython/blob/master/__slots__magic.rst
What is a decorator?	https://github.com/kaichenma/intermediatePython/blob/master/decorators.rst
Function caching	https://github.com/kaichenma/intermediatePython/blob/master/function_caching.rst
One Liners	https://github.com/kaichenma/intermediatePython/blob/master/one_liners.rst
Targeting Python 2+3	https://github.com/kaichenma/intermediatePython/blob/master/targeting_python_2_3.rst
Python C extensions	https://github.com/kaichenma/intermediatePython/blob/master/python_c_extension.rst
	https://github.com/kaichenma/intermediatePython#author
Muhammad Yasoob Ullah Khalid	https://github.com/yasoob
	https://github.com/kaichenma/intermediatePython#acknowledgement
Philipp Hagemeister	https://github.com/phihag
	https://github.com/kaichenma/intermediatePython#translation
Chinese	https://github.com/eastlakeside/interpy-zh
Russian	https://github.com/lancelote/interpy-ru
Korean	https://github.com/DDanggle/interpy-kr
Portuguese	https://github.com/joanasouza/intermediatePython
	https://github.com/kaichenma/intermediatePython#license
following	http://creativecommons.org/licenses/by-nc-sa/4.0/
book.pythontips.com	http://book.pythontips.com
Readme	https://github.com/kaichenma/intermediatePython#readme-ov-file
Please reload this page	https://github.com/kaichenma/intermediatePython
Activity	https://github.com/kaichenma/intermediatePython/activity
0 forks	https://github.com/kaichenma/intermediatePython/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fkaichenma%2FintermediatePython&report=kaichenma+%28user%29
Releases	https://github.com/kaichenma/intermediatePython/releases
Packages 0	https://github.com/users/kaichenma/packages?repo_name=intermediatePython
Please reload this page	https://github.com/kaichenma/intermediatePython
Contributors	https://github.com/kaichenma/intermediatePython/graphs/contributors
Please reload this page	https://github.com/kaichenma/intermediatePython
	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.