René's URL Explorer Experiment


Title: History for python/annotations - zeroae/SimSIMD · GitHub

Open Graph Title: History for python/annotations - zeroae/SimSIMD

X Title: History for python/annotations - zeroae/SimSIMD

Description: Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐 - History for python/annotations - zeroae/SimSIMD

Open Graph Description: Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEO...

X Description: Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-...

Opengraph URL: https://github.com/zeroae/SimSIMD

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/commits(/*name)
route-controllercommits
route-actionshow
fetch-noncev2:8125f62a-d965-ec17-3237-db7ce751b3cf
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idBDE4:10F1DE:809CAB:AC0F43:6A4EE98C
html-safe-noncefaf092636ce4cd5722254bf24fe2f71af5d7a83651e20de42c4227a7ded72888
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCREU0OjEwRjFERTo4MDlDQUI6QUMwRjQzOjZBNEVFOThDIiwidmlzaXRvcl9pZCI6IjI1Mzc5NjIwNTMxOTgzNDI1NDAiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac18ce53c3bdd050df698b649af5d51874080a22ca790a6f59ff9396ef59a8974f
hovercard-subject-tagrepository:1158951232
github-keyboard-shortcutsrepository,commit-list,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///commits/show
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/zeroae/SimSIMD/commits/main/python/annotations
twitter:imagehttps://opengraph.githubassets.com/3a1c22aecf814958bb03e981e359872beda08dff534b0a5390ab4d22c1c2b50f/zeroae/SimSIMD
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/3a1c22aecf814958bb03e981e359872beda08dff534b0a5390ab4d22c1c2b50f/zeroae/SimSIMD
og:image:altUp to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEO...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noned12176b31601daf8d3de9a378cbbcf7dac6f33d990d1faedcb9c9b9ff3cbb1ed
turbo-cache-controlno-cache
go-importgithub.com/zeroae/SimSIMD git https://github.com/zeroae/SimSIMD.git
octolytics-dimension-user_id11018406
octolytics-dimension-user_loginzeroae
octolytics-dimension-repository_id1158951232
octolytics-dimension-repository_nwozeroae/SimSIMD
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id613772664
octolytics-dimension-repository_parent_nwoashvardanian/NumKong
octolytics-dimension-repository_network_root_id613772664
octolytics-dimension-repository_network_root_nwoashvardanian/NumKong
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
release9420180b23897f48b04b8d47ee8b1a9341197b64
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/zeroae/SimSIMD/commits/main/python/annotations#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzeroae%2FSimSIMD%2Fcommits%2Fmain%2Fpython%2Fannotations
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzeroae%2FSimSIMD%2Fcommits%2Fmain%2Fpython%2Fannotations
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%2Fcommits%2Fshow&source=header-repo&source_repo=zeroae%2FSimSIMD
Reloadhttps://github.com/zeroae/SimSIMD/commits/main/python/annotations
Reloadhttps://github.com/zeroae/SimSIMD/commits/main/python/annotations
Reloadhttps://github.com/zeroae/SimSIMD/commits/main/python/annotations
Please reload this pagehttps://github.com/zeroae/SimSIMD/commits/main/python/annotations
zeroae https://github.com/zeroae
SimSIMDhttps://github.com/zeroae/SimSIMD
ashvardanian/NumKonghttps://github.com/ashvardanian/NumKong
Notifications https://github.com/login?return_to=%2Fzeroae%2FSimSIMD
Fork 0 https://github.com/login?return_to=%2Fzeroae%2FSimSIMD
Star 0 https://github.com/login?return_to=%2Fzeroae%2FSimSIMD
Code https://github.com/zeroae/SimSIMD
Pull requests 0 https://github.com/zeroae/SimSIMD/pulls
Actions https://github.com/zeroae/SimSIMD/actions
Projects https://github.com/zeroae/SimSIMD/projects
Security and quality 0 https://github.com/zeroae/SimSIMD/security
Insights https://github.com/zeroae/SimSIMD/pulse
Code https://github.com/zeroae/SimSIMD
Pull requests https://github.com/zeroae/SimSIMD/pulls
Actions https://github.com/zeroae/SimSIMD/actions
Projects https://github.com/zeroae/SimSIMD/projects
Security and quality https://github.com/zeroae/SimSIMD/security
Insights https://github.com/zeroae/SimSIMD/pulse
SimSIMDhttps://github.com/zeroae/SimSIMD/commits
pythonhttps://github.com/zeroae/SimSIMD/commits/main/python
annotationshttps://github.com/zeroae/SimSIMD/commits/main/python/annotations
mainhttps://github.com/zeroae/SimSIMD/tree/main
Docs: Wording & spelling inconsistencieshttps://github.com/zeroae/SimSIMD/commit/1cc8f717748e6e462f669d7b4905abd1b5e037ae
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
1cc8f71https://github.com/zeroae/SimSIMD/commit/1cc8f717748e6e462f669d7b4905abd1b5e037ae
https://github.com/zeroae/SimSIMD/blob/1cc8f717748e6e462f669d7b4905abd1b5e037ae/python/annotations
https://github.com/zeroae/SimSIMD/tree/1cc8f717748e6e462f669d7b4905abd1b5e037ae
Fix: Typos & auto-formattinghttps://github.com/zeroae/SimSIMD/commit/7bca0e31197518ea0db73fb120777f2435674173
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
7bca0e3https://github.com/zeroae/SimSIMD/commit/7bca0e31197518ea0db73fb120777f2435674173
https://github.com/zeroae/SimSIMD/blob/7bca0e31197518ea0db73fb120777f2435674173/python/annotations
https://github.com/zeroae/SimSIMD/tree/7bca0e31197518ea0db73fb120777f2435674173
Break: Generalizing from "metrics" to "kernels"https://github.com/zeroae/SimSIMD/commit/9910b2a8971417007e40405eaa062efbd9167e92
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
9910b2ahttps://github.com/zeroae/SimSIMD/commit/9910b2a8971417007e40405eaa062efbd9167e92
https://github.com/zeroae/SimSIMD/blob/9910b2a8971417007e40405eaa062efbd9167e92/python/annotations
https://github.com/zeroae/SimSIMD/tree/9910b2a8971417007e40405eaa062efbd9167e92
Docs: Documenting FMA & WSumhttps://github.com/zeroae/SimSIMD/commit/dab59fd7f9c93f7afa16a452a38a821ce292ae1d
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
dab59fdhttps://github.com/zeroae/SimSIMD/commit/dab59fd7f9c93f7afa16a452a38a821ce292ae1d
https://github.com/zeroae/SimSIMD/blob/dab59fd7f9c93f7afa16a452a38a821ce292ae1d/python/annotations
https://github.com/zeroae/SimSIMD/tree/dab59fd7f9c93f7afa16a452a38a821ce292ae1d
Improve: New Py benchmarkshttps://github.com/zeroae/SimSIMD/commit/5d7b24f1b8a46043f904370f349ed0b67b241abf
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
5d7b24fhttps://github.com/zeroae/SimSIMD/commit/5d7b24f1b8a46043f904370f349ed0b67b241abf
https://github.com/zeroae/SimSIMD/blob/5d7b24f1b8a46043f904370f349ed0b67b241abf/python/annotations
https://github.com/zeroae/SimSIMD/tree/5d7b24f1b8a46043f904370f349ed0b67b241abf
Add: L2 kernels in Python for SciPyhttps://github.com/zeroae/SimSIMD/commit/79300f45bdae1088640a1eb925a93be769d7c3ec
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
79300f4https://github.com/zeroae/SimSIMD/commit/79300f45bdae1088640a1eb925a93be769d7c3ec
https://github.com/zeroae/SimSIMD/blob/79300f45bdae1088640a1eb925a93be769d7c3ec/python/annotations
https://github.com/zeroae/SimSIMD/tree/79300f45bdae1088640a1eb925a93be769d7c3ec
Fix: `_BufferView` alias for `mypy`https://github.com/zeroae/SimSIMD/commit/9ebd1a649e1578c32341a7d289adfa44eef04d19
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
pquentinhttps://github.com/zeroae/SimSIMD/commits?author=pquentin
9ebd1a6https://github.com/zeroae/SimSIMD/commit/9ebd1a649e1578c32341a7d289adfa44eef04d19
https://github.com/zeroae/SimSIMD/blob/9ebd1a649e1578c32341a7d289adfa44eef04d19/python/annotations
https://github.com/zeroae/SimSIMD/tree/9ebd1a649e1578c32341a7d289adfa44eef04d19
Docs: Detailed Python docstringshttps://github.com/zeroae/SimSIMD/commit/18a35632cbb36f0c34de57dc3450185749ffd07d
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
18a3563https://github.com/zeroae/SimSIMD/commit/18a35632cbb36f0c34de57dc3450185749ffd07d
https://github.com/zeroae/SimSIMD/blob/18a35632cbb36f0c34de57dc3450185749ffd07d/python/annotations
https://github.com/zeroae/SimSIMD/tree/18a35632cbb36f0c34de57dc3450185749ffd07d
Improve: `.pyi` annotationshttps://github.com/zeroae/SimSIMD/commit/10682392c80c515f1f982cabf293d00cb78eb54c
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
1068239https://github.com/zeroae/SimSIMD/commit/10682392c80c515f1f982cabf293d00cb78eb54c
https://github.com/zeroae/SimSIMD/blob/10682392c80c515f1f982cabf293d00cb78eb54c/python/annotations
https://github.com/zeroae/SimSIMD/tree/10682392c80c515f1f982cabf293d00cb78eb54c
Add: Expose curved and sparse metrics to Pythonhttps://github.com/zeroae/SimSIMD/commit/0c76b425cb8a7b23c0ba7fdccc709a234d546602
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
0c76b42https://github.com/zeroae/SimSIMD/commit/0c76b425cb8a7b23c0ba7fdccc709a234d546602
https://github.com/zeroae/SimSIMD/blob/0c76b425cb8a7b23c0ba7fdccc709a234d546602/python/annotations
https://github.com/zeroae/SimSIMD/tree/0c76b425cb8a7b23c0ba7fdccc709a234d546602
Fix: Resolving pathshttps://github.com/zeroae/SimSIMD/commit/66a338a4242108cf24ccf707e8a4851843463e8b
https://github.com/ashvardanian
ashvardanianhttps://github.com/zeroae/SimSIMD/commits?author=ashvardanian
66a338ahttps://github.com/zeroae/SimSIMD/commit/66a338a4242108cf24ccf707e8a4851843463e8b
https://github.com/zeroae/SimSIMD/blob/66a338a4242108cf24ccf707e8a4851843463e8b/python/annotations
https://github.com/zeroae/SimSIMD/tree/66a338a4242108cf24ccf707e8a4851843463e8b
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.