ashvardanian / SimSIMD

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 📐

ashvardanian
ashvardanian
Date Created 2023-03-14 (about a year ago)
Commits 1,207 (last one a day ago)
Stargazers 1,240 (5 this week)
Watchers 21 (0 this week)
Forks 71
License apache-2.0
Ranking

RepositoryStats indexes 617,578 repositories, of these ashvardanian/SimSIMD is ranked #43,171 (93rd percentile) for total stargazers, and #106,555 for total watchers. Github reports the primary language for this repository as C, for repositories using this language it is ranked #1,685/22,856.

ashvardanian/SimSIMD is also tagged with popular topics, for these it's ranked: metrics (#112/679),  numpy (#69/557),  assembly (#33/400),  information-retrieval (#33/223),  simd (#38/223),  vector-search (#35/131)

Other Information

ashvardanian/SimSIMD has 8 open pull requests on Github, 140 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 17 open issues and 82 closed issues.

There have been 127 releases, the latest one was published on 2025-02-19 (a day ago) with the name Release v6.3.4.

Homepage URL: https://ashvardanian.com/posts/simsimd-faster-scipy/

Star History

Github stargazers over time

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Watcher History

Github watchers over time, collection started in '23

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Recent Commit History

1,207 commits on the default branch (main) since jan '22

1.4k1.4k1.2k1.2k1k1k80080060060040040020020000Apr '23Apr '23Jun '23Jun '23Jul '23Jul '23Aug '23Aug '23Oct '23Oct '23Nov '23Nov '2320242024Feb '24Feb '24Apr '24Apr '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Oct '24Oct '24Nov '24Nov '2420252025Feb '25Feb '25

Yearly Commits

Commits to the default branch (main) per year

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Issue History

Total Issues
Open Issues
Closed Issues
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Languages

The primary language is C but there's also others...

CCC++C++PythonPythonRustRustJavaScriptJavaScriptTypeScriptTypeScriptSwiftSwiftGoGoCMakeCMakeJupyter NotebookJupyter Notebook
Opengraph Image
ashvardanian/SimSIMD

updated: 2025-02-20 @ 09:24pm, id: 613772664 / R_kgDOJJVteA