René's URL Explorer Experiment

Title: GitHub - faisalp4p/python_reference: Useful functions, tutorials, and other Python-related things

Open Graph Title: GitHub - faisalp4p/python_reference: Useful functions, tutorials, and other Python-related things

X Title: GitHub - faisalp4p/python_reference: Useful functions, tutorials, and other Python-related things

Description: Useful functions, tutorials, and other Python-related things - faisalp4p/python_reference

Open Graph Description: Useful functions, tutorials, and other Python-related things - faisalp4p/python_reference

X Description: Useful functions, tutorials, and other Python-related things - faisalp4p/python_reference

Opengraph URL: https://github.com/faisalp4p/python_reference

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:f37643b2-bdcd-4093-ba63-003fa4aa2611
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	BB22:C9E9C:E68B4A:142BB04:696A2775
html-safe-nonce	78ed1e8b92765869558e95167d2cbf62a9828e0f1ea1d43e2ceb2ed22aaa28a4
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCQjIyOkM5RTlDOkU2OEI0QToxNDJCQjA0OjY5NkEyNzc1IiwidmlzaXRvcl9pZCI6IjMyMzIyMDIxNTE3NTE3MjI4NjkiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	da459cf584214b9f40ee8d677b4d1f25802ac231f9ba85d60461eb117588f616
hovercard-subject-tag	repository:21813075
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/faisalp4p/python_reference
twitter:image	https://opengraph.githubassets.com/38634b2fed684294a8a245dd21de8d813e806953143f3a9bafc94124a90c6359/faisalp4p/python_reference
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/38634b2fed684294a8a245dd21de8d813e806953143f3a9bafc94124a90c6359/faisalp4p/python_reference
og:image:alt	Useful functions, tutorials, and other Python-related things - faisalp4p/python_reference
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	a1022f03e4f0d91ea173e4e5dac892c982e0588c62f1ce56121d755a320a3569
turbo-cache-control	no-preview
go-import	github.com/faisalp4p/python_reference git https://github.com/faisalp4p/python_reference.git
octolytics-dimension-user_id	3133205
octolytics-dimension-user_login	faisalp4p
octolytics-dimension-repository_id	21813075
octolytics-dimension-repository_nwo	faisalp4p/python_reference
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	13970153
octolytics-dimension-repository_parent_nwo	rasbt/python_reference
octolytics-dimension-repository_network_root_id	13970153
octolytics-dimension-repository_network_root_nwo	rasbt/python_reference
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	f472b8e6c7b3fdd5d0354972a3f4c516289bf0be
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/faisalp4p/python_reference#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffaisalp4p%2Fpython_reference
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffaisalp4p%2Fpython_reference
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=faisalp4p%2Fpython_reference
Reload	https://github.com/faisalp4p/python_reference
Reload	https://github.com/faisalp4p/python_reference
Reload	https://github.com/faisalp4p/python_reference
faisalp4p	https://github.com/faisalp4p
python_reference	https://github.com/faisalp4p/python_reference
rasbt/python_reference	https://github.com/rasbt/python_reference
Notifications	https://github.com/login?return_to=%2Ffaisalp4p%2Fpython_reference
Fork 0	https://github.com/login?return_to=%2Ffaisalp4p%2Fpython_reference
Star 0	https://github.com/login?return_to=%2Ffaisalp4p%2Fpython_reference
0 stars	https://github.com/faisalp4p/python_reference/stargazers
937 forks	https://github.com/faisalp4p/python_reference/forks
Branches	https://github.com/faisalp4p/python_reference/branches
Tags	https://github.com/faisalp4p/python_reference/tags
Activity	https://github.com/faisalp4p/python_reference/activity
Star	https://github.com/login?return_to=%2Ffaisalp4p%2Fpython_reference
Notifications	https://github.com/login?return_to=%2Ffaisalp4p%2Fpython_reference
Code	https://github.com/faisalp4p/python_reference
Pull requests 0	https://github.com/faisalp4p/python_reference/pulls
Actions	https://github.com/faisalp4p/python_reference/actions
Projects 0	https://github.com/faisalp4p/python_reference/projects
Wiki	https://github.com/faisalp4p/python_reference/wiki
Security Uh oh! There was an error while loading. Please reload this page.	https://github.com/faisalp4p/python_reference/security
Please reload this page	https://github.com/faisalp4p/python_reference
Insights	https://github.com/faisalp4p/python_reference/pulse
Code	https://github.com/faisalp4p/python_reference
Pull requests	https://github.com/faisalp4p/python_reference/pulls
Actions	https://github.com/faisalp4p/python_reference/actions
Projects	https://github.com/faisalp4p/python_reference/projects
Wiki	https://github.com/faisalp4p/python_reference/wiki
Security	https://github.com/faisalp4p/python_reference/security
Insights	https://github.com/faisalp4p/python_reference/pulse
Branches	https://github.com/faisalp4p/python_reference/branches
Tags	https://github.com/faisalp4p/python_reference/tags
	https://github.com/faisalp4p/python_reference/branches
	https://github.com/faisalp4p/python_reference/tags
325 Commits	https://github.com/faisalp4p/python_reference/commits/master/
	https://github.com/faisalp4p/python_reference/commits/master/
CSS	https://github.com/faisalp4p/python_reference/tree/master/CSS
CSS	https://github.com/faisalp4p/python_reference/tree/master/CSS
Data	https://github.com/faisalp4p/python_reference/tree/master/Data
Data	https://github.com/faisalp4p/python_reference/tree/master/Data
Images	https://github.com/faisalp4p/python_reference/tree/master/Images
Images	https://github.com/faisalp4p/python_reference/tree/master/Images
algorithms	https://github.com/faisalp4p/python_reference/tree/master/algorithms
algorithms	https://github.com/faisalp4p/python_reference/tree/master/algorithms
benchmarks	https://github.com/faisalp4p/python_reference/tree/master/benchmarks
benchmarks	https://github.com/faisalp4p/python_reference/tree/master/benchmarks
howtos_as_py_files	https://github.com/faisalp4p/python_reference/tree/master/howtos_as_py_files
howtos_as_py_files	https://github.com/faisalp4p/python_reference/tree/master/howtos_as_py_files
ipython_magic	https://github.com/faisalp4p/python_reference/tree/master/ipython_magic
ipython_magic	https://github.com/faisalp4p/python_reference/tree/master/ipython_magic
other	https://github.com/faisalp4p/python_reference/tree/master/other
other	https://github.com/faisalp4p/python_reference/tree/master/other
tutorials	https://github.com/faisalp4p/python_reference/tree/master/tutorials
tutorials	https://github.com/faisalp4p/python_reference/tree/master/tutorials
useful_scripts	https://github.com/faisalp4p/python_reference/tree/master/useful_scripts
useful_scripts	https://github.com/faisalp4p/python_reference/tree/master/useful_scripts
.gitignore	https://github.com/faisalp4p/python_reference/blob/master/.gitignore
.gitignore	https://github.com/faisalp4p/python_reference/blob/master/.gitignore
README.md	https://github.com/faisalp4p/python_reference/blob/master/README.md
README.md	https://github.com/faisalp4p/python_reference/blob/master/README.md
README	https://github.com/faisalp4p/python_reference
	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
	https://github.com/faisalp4p/python_reference/blob/master/Images/python-logo-master-v3-TM-flattened.png
// Python tips and tutorials	https://github.com/faisalp4p/python_reference#-python-tips-and-tutorials
// Python and the web	https://github.com/faisalp4p/python_reference#-python-and-the-web
// Algorithms	https://github.com/faisalp4p/python_reference#-algorithms
// Benchmarks	https://github.com/faisalp4p/python_reference#-benchmarks
// Other	https://github.com/faisalp4p/python_reference#-other
// Useful scripts and snippets	https://github.com/faisalp4p/python_reference#-useful-scripts-and-snippets
// Links	https://github.com/faisalp4p/python_reference#-links
back to top	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/not_so_obvious_python_stuff.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/scope_resolution_legb_rule.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/key_differences_between_python_2_and_3.ipynb?create=1
Markdown	https://github.com/faisalp4p/python_reference/blob/master/tutorials/sqlite3_howto/README.md
Markdown	https://github.com/faisalp4p/python_reference/blob/master/tutorials/unit_testing.md
Markdown	https://github.com/faisalp4p/python_reference/blob/master/tutorials/installing_scientific_packages.md
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/sorting_csvs.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/running_cython.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/multiprocessing_intro.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/python_data_entry_point.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/awesome_things_ipynb.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/useful_regex.ipynb
back to top	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/table_of_contents_ipython.ipynb
Markdown	https://github.com/faisalp4p/python_reference/blob/master/tutorials/markdown_syntax_highlighting/README.md
rasbt/algorithms_in_ipython_notebooks	https://github.com/rasbt/algorithms_in_ipython_notebooks
IPython nb	http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/sorting/sorting_algorithms.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/linregr_least_squares_fit.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/statistics/dixon_q_test.ipynb?create=1
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/sorting_csvs.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/algorithms_in_ipython_notebooks/blob/master/ipython_nbs/geometry/points_in_hybercube.ipynb
One-Python-benchmark-per-day	https://github.com/rasbt/One-Python-benchmark-per-day
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day1_string_reverse.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day2_mean_values.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day3_dictionary_counting.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day4_python_cython_numba.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day4_2_cython_numba_parakeet.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day5_flattening_lists.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day6_string_is_number.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day7_numpy_numexpr.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day7_2_jit_numpy.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day8_sqrt_and_exp.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day9_string_endswith.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day10_fortran_lstsqr.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day11_deque_container.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day12_insert_into_sorted_list.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/tutorials/multiprocessing_intro.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day14_inplace_operators.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day15_array_indexing_numpy.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day16_numpy_vectorization.ipynb
IPython nb	http://nbviewer.ipython.org/github/rasbt/One-Python-benchmark-per-day/blob/master/ipython_nbs/day17_numpy_stacking.ipynb
back to top	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/other/happy_mothers_day.ipynb?create=1
Markdown	https://github.com/faisalp4p/python_reference/blob/master/tutorials/matrix_cheatsheet.md
Markdown	https://github.com/faisalp4p/python_reference/blob/master/other/python_book_reviews.md
back to top	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
IPython magic function %watermark	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/ipython_magic/watermark.ipynb
Shell script	https://github.com/faisalp4p/python_reference/blob/master/useful_scripts/prepend_python_shebang.sh
IPython nb	http://nbviewer.ipython.org/github/rasbt/python_reference/blob/master/useful_scripts/fix_tab_csv.ipynb?create=1
function	https://github.com/faisalp4p/python_reference/blob/master/useful_scripts/random_string_generator.py
back to top	https://github.com/faisalp4p/python_reference#a-collection-of-useful-scripts-tutorials-and-other-python-related-things
PyPI - the Python Package Index	https://pypi.python.org/pypi
PEP 8	http://legacy.python.org/dev/peps/pep-0008/
Python subreddit	http://www.reddit.com/r/Python/
Python community on Google+	https://plus.google.com/communities/103393744324769547228
Python Weekly	http://www.pythonweekly.com
Learn Python The Hard Way	http://learnpythonthehardway.org/book/
Dive Into Python	http://www.diveintopython.net
Dive Into Python 3	http://getpython3.com/diveintopython3/
The Hitchhiker’s Guide to Python	http://docs.python-guide.org/en/latest/
Think Python - How to Think Like a Computer Scientist	http://www.greenteapress.com/thinkpython/
The IPython Notebook	http://ipython.org/notebook.html
SciPy Stack	http://www.scipy.org/index.html
Cython	http://cython.org
Numba	http://numba.pydata.org
scikit-learn	http://scikit-learn.org/stable/
Readme	https://github.com/faisalp4p/python_reference#readme-ov-file
Please reload this page	https://github.com/faisalp4p/python_reference
Activity	https://github.com/faisalp4p/python_reference/activity
0 stars	https://github.com/faisalp4p/python_reference/stargazers
1 watching	https://github.com/faisalp4p/python_reference/watchers
0 forks	https://github.com/faisalp4p/python_reference/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffaisalp4p%2Fpython_reference&report=faisalp4p+%28user%29
Releases	https://github.com/faisalp4p/python_reference/releases
Packages 0	https://github.com/users/faisalp4p/packages?repo_name=python_reference
	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.