ashvardanian/SimSIMD
Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, C, and Swift, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
CApache-2.0
Issues
- 1
Plan for BF16 datatype ?
#80 opened by pauldintel - 10
[Rust Bindings] Poor performance VS ndarray (BLAS) and optimized iteration impls
#107 opened by ChillFish8 - 1
Missing sdist on PyPI
#113 opened by mgorny - 1
- 8
Question on Cosine Similarity Result
#112 opened by edwinkys - 1
Cannot import in go project
#111 opened by EricZequan - 3
Benchmark torch vs. NumPy
#105 opened by lezcano - 2
Packaging SIMD code in Windows bindings
#74 opened by ashvardanian - 3
Maybe a faster dot product (I'm not sure)
#45 opened by javiabellan - 6
- 1
Complex vectors for Fourier representations, Image processing, DSP, and Quantum states
#73 opened by ashvardanian - 0
Generalizing to complex dot-products and cosine distances for Physics and DSP
#89 opened by ashvardanian - 5
How to work with OutputDistances object?
#95 opened by hsm207 - 3
I want to add the simsimd to xmake's package management tool and have encountered some error.
#99 opened by Seedking - 0
Sparse Distances
#100 opened by ashvardanian - 1
Need clarity
#97 opened by ste-q - 6
- 8
- 5
AVX2 popcount implementation
#69 opened by Charlyo - 4
- 20
simsimd not working on AWS Lambda public image
#72 opened by ndricca - 0
Add covariance estimators
#90 opened by ashvardanian - 8
Disabling usage of AVX-512 instructions
#68 opened by Charlyo - 4
Golang: '_Float16' is not supported on this target
#71 opened by corani - 0
- 2
GoLang bindings
#28 opened by ashvardanian - 6
simsimd does not work with bun
#46 opened by sroussey - 3
Typescript types
#47 opened by sroussey - 3
main-dev tests main?
#54 opened by sroussey - 24
Will not work in a Vercel instance
#60 opened by FlipFloop - 5
Jaccard in parallel? simsimd.cdist
#65 opened by norsedrunkensailor - 2
-31 instead of 32?
#48 opened by sroussey - 0
AMX support for tiled matrix multiplications
#26 opened by ashvardanian - 2
Inconsistency with scipy
#43 opened by guyrosin - 1
Latest version not on pypi
#42 opened by guyrosin - 1
NodeJS bindings
#27 opened by ashvardanian - 2
- 0