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ashvardanian
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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 📐
https://ashvardanian.com/posts/simsimd-faster-scipy/
Apache License 2.0
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Harley Seal AVX-512 implementations
#138
ashvardanian
opened
5 months ago
6
Fix order of init in dynamic dispatch
#137
MBkkt
closed
5 months ago
1
Is it bug in dynamic dispatch?
#136
MBkkt
closed
5 months ago
2
Function to compute L2 norm
#135
MBkkt
closed
3 months ago
1
uint8 type
#134
MBkkt
closed
2 weeks ago
4
Functions to compute L1 distance
#133
MBkkt
opened
5 months ago
1
AVX2 and SSE4 implementations
#132
MBkkt
closed
3 months ago
3
New `bf16` & faster `i8` kernels ❤️ AMD Genoa
#131
ashvardanian
closed
5 months ago
0
Performance difference between other SIMD accelerator
#130
pauldintel
closed
5 months ago
1
We can use check_c_source_compiles for determining f16 support
#129
MarkReedZ
closed
5 months ago
0
Add: initial bf16 support for c and cpp
#128
MarkReedZ
closed
5 months ago
0
Fix: ***WARNING*** Library was built as DEBUG. Timings may be affected.
#127
MarkReedZ
closed
5 months ago
3
simsimd_vdot_f16c calls simsimd_dot_f16c
#126
MarkReedZ
closed
5 months ago
0
Fix: _Float16 warnings
#125
MarkReedZ
closed
5 months ago
0
Rust has an f16 and bf16 type
#124
MarkReedZ
closed
2 months ago
14
Add: `vdot_*_serial` benchmarks
#123
MarkReedZ
closed
3 months ago
0
warning: ISO C does not support the ‘_Float16’ type
#122
MarkReedZ
closed
3 months ago
3
The automated release is failing 🚨
#121
ashvardanian
closed
5 months ago
10
Add: Swift bindings & `int8` dot-products
#120
ashvardanian
closed
6 months ago
0
Define Swift package and add Swift bindings
#119
conradev
closed
6 months ago
1
Publish Python Sources
#118
ashvardanian
closed
6 months ago
0
Linking OpenMP
#117
ashvardanian
closed
6 months ago
0
[Python] test_cosine repeatedly tests the same arguments
#116
mgorny
closed
6 months ago
1
Fix linking to the correct OpenMP library
#115
mgorny
closed
6 months ago
1
Remove redundant wheel dep from pyproject.toml
#114
mgorny
closed
6 months ago
2
Missing sdist on PyPI
#113
mgorny
closed
6 months ago
1
Question on Cosine Similarity Result
#112
edwinkys
closed
7 months ago
8
Cannot import in go project
#111
EricZequan
closed
7 months ago
1
Make: Lighter Rust package
#110
ashvardanian
closed
7 months ago
1
Improved Rust and JavaScript tooling
#109
ashvardanian
closed
7 months ago
1
Optimize Rust impls
#108
ChillFish8
closed
7 months ago
4
[Rust Bindings] Poor performance VS ndarray (BLAS) and optimized iteration impls
#107
ChillFish8
closed
2 months ago
20
Compatibility Improvements
#106
ashvardanian
closed
7 months ago
1
Benchmark torch vs. NumPy
#105
lezcano
closed
7 months ago
3
Improve Compatibility
#104
ashvardanian
closed
8 months ago
1
Make: Improving SIMD Dispatch
#103
ashvardanian
closed
8 months ago
1
Detecting Ice Lake CPUs
#102
ashvardanian
closed
8 months ago
1
SIMD on Windows
#101
ashvardanian
closed
8 months ago
1
Sparse Distances
#100
ashvardanian
opened
8 months ago
4
I want to add the simsimd to xmake's package management tool and have encountered some error.
#99
Seedking
closed
8 months ago
3
Complex Dot-Products and Geo-Spatial Analysis
#98
ashvardanian
closed
8 months ago
1
Need clarity
#97
ste-q
closed
8 months ago
1
AttributeError: module 'SimSIMD' has no attribute 'cosine'
#96
wl1320310292
closed
8 months ago
6
How to work with OutputDistances object?
#95
hsm207
closed
8 months ago
5
New Python and Rust APIs
#94
ashvardanian
closed
8 months ago
1
Support complex vectors
#93
ashvardanian
closed
8 months ago
1
Build(deps-dev): Bump ip from 2.0.0 to 2.0.1
#92
dependabot[bot]
closed
8 months ago
1
simsimd_avx512_i8_cos under vnni
#91
my-vegetable-has-exploded
closed
8 months ago
8
Add covariance estimators
#90
ashvardanian
opened
9 months ago
2
Generalizing to complex dot-products and cosine distances for Physics and DSP
#89
ashvardanian
closed
8 months ago
0
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