René's URL Explorer Experiment


Title: GitHub - pandyah5/numpy-tutorials: NumPy tutorials & educational content in notebook format

Open Graph Title: GitHub - pandyah5/numpy-tutorials: NumPy tutorials & educational content in notebook format

X Title: GitHub - pandyah5/numpy-tutorials: NumPy tutorials & educational content in notebook format

Description: NumPy tutorials & educational content in notebook format - pandyah5/numpy-tutorials

Open Graph Description: NumPy tutorials & educational content in notebook format - pandyah5/numpy-tutorials

X Description: NumPy tutorials & educational content in notebook format - pandyah5/numpy-tutorials

Opengraph URL: https://github.com/pandyah5/numpy-tutorials

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a1a873cb-8f9a-e2be-a959-6b45743115be
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDC76:7BA0A:218EA0:2CCB6A:698E2B0A
html-safe-nonce4d6310cde8ed9b6991a505eadb39e1aaef26aae8ef6bd4fe07ce753d8c0837de
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEQzc2OjdCQTBBOjIxOEVBMDoyQ0NCNkE6Njk4RTJCMEEiLCJ2aXNpdG9yX2lkIjoiMTY2MDQ5NTkzOTY0NTYxNDg1OCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacbf7fddc3984b2a86f55be29fac5e87e7f59f590aed07606d6637824f9b154d5e
hovercard-subject-tagrepository:721422913
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/pandyah5/numpy-tutorials
twitter:imagehttps://opengraph.githubassets.com/c8b76455015d2408c274278adf52e44b876a748e45b5e80a19e2d6c8ee187ad3/pandyah5/numpy-tutorials
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/c8b76455015d2408c274278adf52e44b876a748e45b5e80a19e2d6c8ee187ad3/pandyah5/numpy-tutorials
og:image:altNumPy tutorials & educational content in notebook format - pandyah5/numpy-tutorials
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonea5632af64f7fed7bff1d6a428d1aca1b94fa7a48f760de2d39d9b1effdbf0082
turbo-cache-controlno-preview
go-importgithub.com/pandyah5/numpy-tutorials git https://github.com/pandyah5/numpy-tutorials.git
octolytics-dimension-user_id60848863
octolytics-dimension-user_loginpandyah5
octolytics-dimension-repository_id721422913
octolytics-dimension-repository_nwopandyah5/numpy-tutorials
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id248354526
octolytics-dimension-repository_parent_nwonumpy/numpy-tutorials
octolytics-dimension-repository_network_root_id248354526
octolytics-dimension-repository_network_root_nwonumpy/numpy-tutorials
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release2f1e729d231ea1ea5a098d21f1491b75bea53631
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpandyah5%2Fnumpy-tutorials
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2Fpandyah5%2Fnumpy-tutorials
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=pandyah5%2Fnumpy-tutorials
Reloadhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Reloadhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Reloadhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
pandyah5 https://patch-diff.githubusercontent.com/pandyah5
numpy-tutorialshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
numpy/numpy-tutorialshttps://patch-diff.githubusercontent.com/numpy/numpy-tutorials
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fpandyah5%2Fnumpy-tutorials
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fpandyah5%2Fnumpy-tutorials
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fpandyah5%2Fnumpy-tutorials
numpy.org/numpy-tutorials/https://numpy.org/numpy-tutorials/
View license https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/LICENSE.txt
0 stars https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/stargazers
215 forks https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/forks
Branches https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/branches
Tags https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tags
Activity https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fpandyah5%2Fnumpy-tutorials
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fpandyah5%2Fnumpy-tutorials
Code https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Pull requests 0 https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/pulls
Actions https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/actions
Projects 0 https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/projects
Security 0 https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/security
Insights https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/pulse
Code https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Pull requests https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/pulls
Actions https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/actions
Projects https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/projects
Security https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/security
Insights https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/pulse
Brancheshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/branches
Tagshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tags
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/branches
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tags
311 Commitshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/commits/main/
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/commits/main/
.circlecihttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/.circleci
.circlecihttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/.circleci
.github/workflowshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/.github/workflows
.github/workflowshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/.github/workflows
contenthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/content
contenthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/content
sitehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/site
sitehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/tree/main/site
.gitignorehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/.gitignore
LICENSE.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/LICENSE.txt
LICENSE.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/LICENSE.txt
README.mdhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/README.md
environment.ymlhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/environment.yml
ignore_testinghttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/ignore_testing
ignore_testinghttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/ignore_testing
requirements.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/requirements.txt
runtime.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/runtime.txt
runtime.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/runtime.txt
test_requirements.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/test_requirements.txt
test_requirements.txthttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/test_requirements.txt
tox.inihttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/tox.ini
tox.inihttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/tox.ini
READMEhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Licensehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#numpy-tutorials
https://numpy.org/numpy-tutorials/https://numpy.org/numpy-tutorials/
Contributinghttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#contributing
clone this repositoryhttps://docs.github.com/en/github/creating-cloning-and-archiving-repositories/cloning-a-repository
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#content
Learn to write a NumPy tutorialhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-style-guide.md
Tutorial: Linear algebra on n-dimensional arrayshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-svd.md
Tutorial: Determining Moore's Law with real data in NumPyhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/mooreslaw-tutorial.md
Tutorial: Saving and sharing your NumPy arrayshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/save-load-arrays.md
Tutorial: NumPy deep learning on MNIST from scratchhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-deep-learning-on-mnist.md
Tutorial: X-ray image processinghttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-x-ray-image-processing.md
Tutorial: NumPy deep reinforcement learning with Pong from pixelshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-deep-reinforcement-learning-with-pong-from-pixels.md
Tutorial: Masked Arrayshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-ma.md
Tutorial: Static Equilibriumhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-static_equilibrium.md
Tutorial: Plotting Fractalshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-plotting-fractals.ipynb
Tutorial: NumPy natural language processing from scratch with a focus on ethicshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-nlp-from-scratch.md
Tutorial: Analysing the impact of the lockdown on air quality in Delhi, Indiahttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-air-quality-analysis.md
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#contributing
open an issuehttps://github.com/numpy/numpy-tutorials/issues
MyST-NBhttps://myst-nb.readthedocs.io/
Jupytexthttps://jupytext.readthedocs.io
CommonMarkhttps://commonmark.org
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#why-jupyter-notebooks
reStructuredText, through Sphinxhttps://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html
Binderhttps://www.mybinder.org
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#note
MyST-NBhttps://myst-nb.readthedocs.io/
pairing tutorialhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/pairing.md
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#adding-your-own-tutorials
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#create-an-issue
https://github.com/numpy/numpy-tutorials/issueshttps://github.com/numpy/numpy-tutorials/issues
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#check-out-our-suggested-template
Tutorial Style Guidehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/content/tutorial-style-guide.md
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#upload-your-content
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/site/_static/01-fork.gif
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/site/_static/02-create_new_branch.gif
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/site/_static/03-upload.gif
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/site/_static/04-add_to_readme.gif
pull request.https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/about-pull-requests
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/blob/main/site/_static/05-create_PR.gif
this documenthttps://docs.github.com/en/github/collaborating-with-issues-and-pull-requests
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#building-the-sphinx-site-locally
https://github.com/numpy/numpy-tutorialshttps://github.com/numpy/numpy-tutorials
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#translations
https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#useful-links-and-resources
NumPy Code of Conducthttps://numpy.org/doc/stable/dev/conduct/code_of_conduct.html
Main NumPy documentationhttps://numpy.org/doc/stable/
NumPy documentation team meeting noteshttps://hackmd.io/oB_boakvRqKR-_2jRV-Qjg?both
NEP 44 - Restructuring the NumPy documentationhttps://numpy.org/neps/nep-0044-restructuring-numpy-docs.html
Blog post - Documentation as a way to build Communityhttps://labs.quansight.org/blog/2020/03/documentation-as-a-way-to-build-community/
main NumPy repositoryhttps://github.com/numpy/numpy/issues
numpy.org/numpy-tutorials/https://numpy.org/numpy-tutorials/
Readme https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#readme-ov-file
View license https://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials#License-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials
Activityhttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/activity
0 starshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/watchers
0 forkshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fpandyah5%2Fnumpy-tutorials&report=pandyah5+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/pandyah5/numpy-tutorials/releases
Packages 0https://patch-diff.githubusercontent.com/users/pandyah5/packages?repo_name=numpy-tutorials
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.