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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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Faster `cosine` for `bf16`, `f16`, and `i8` on x86
#188
ashvardanian
closed
2 months ago
0
Bug: Mahalanobis distance returns squared distance
#187
guyrosin
closed
1 month ago
0
Feature: Bentley–Ottmann algorithm for trajectory matching
#186
ashvardanian
opened
2 months ago
0
Newton Raphson iterations
#185
ashvardanian
closed
2 months ago
0
Feature: Rust interface for set intersections
#184
ashvardanian
closed
1 day ago
0
Using svhistcnt_u32_z for intersect_u32_sve2
#183
MarkReedZ
closed
2 months ago
2
Improved Accuracy & Testing Utility
#182
ashvardanian
closed
2 months ago
0
Improve: 2-10% faster complex dot products by moving the xor out of t…
#181
MarkReedZ
closed
2 months ago
0
2x Faster `bf16` Euclidean Distance on AMD Genoa
#180
ashvardanian
closed
2 months ago
0
Improve: Add `dot_bf16c_genoa` to the bench
#179
MarkReedZ
closed
2 months ago
0
The genoa complex dot products are missing from bench
#178
MarkReedZ
closed
2 months ago
0
Add function that indicates if static vs. dynamic dispatch
#177
rschu1ze
closed
2 months ago
0
Thread-Safe Dispatch
#176
ashvardanian
closed
2 months ago
0
Bug: undefined behavior (shift exponent 150 is too large for 32-bit type 'unsigned int') in `simsimd_uncompress_f16`
#175
rschu1ze
closed
2 months ago
4
5x Faster Set Intersections in AVX-512 & SVE2
#174
ashvardanian
closed
2 months ago
0
Compilation Fixes
#173
ashvardanian
closed
2 months ago
0
Fix: Including missing OpenMP
#172
sdenton4
closed
2 months ago
2
Bug: README example rejected by mypy (incompatible type "ndarray[...]"; expected "memoryview")
#171
pquentin
closed
2 months ago
1
Feature: Sparse Matrix Multiplications
#170
ogencoglu
opened
2 months ago
1
Improve: Use the neon dot product intrinsic for `dot_bf16_neon`
#169
MarkReedZ
closed
2 months ago
1
Python test_intersect fails on an AWS c7g instance (Graviton3)
#168
MarkReedZ
closed
1 month ago
4
Using vbfdotq_f32 for `dot_bf16_neon` is faster?
#167
MarkReedZ
closed
2 months ago
3
Unsupported metric 'h' for two numpy matrices of type np.uint8?
#166
stuartatnosible
closed
2 months ago
3
Faster Dispatch & Better Docs in 🐍
#165
ashvardanian
closed
2 months ago
0
Fix: `__ARM_ARCH` redefinition warnings
#164
MarkReedZ
closed
2 months ago
1
Add `bf16` complex dot product for NEON
#163
ashvardanian
opened
2 months ago
9
Set Intersections for signed and UUID types
#162
ashvardanian
opened
2 months ago
0
Faster`substract_bf16x32_genoa` mixed-precision subtraction
#161
ashvardanian
closed
2 months ago
2
Optimizing `substract_bf16x32_genoa`
#160
ashvardanian
closed
2 months ago
3
Try improving complex products on Skylake with `_mm512_fmaddsub`
#159
ashvardanian
closed
2 months ago
8
`__ARM_ARCH` redefinition warning
#158
ashvardanian
closed
2 months ago
8
Expose bf16 to Rust
#157
Wyctus
closed
2 months ago
3
Higher Precision Cosine Distance
#156
ashvardanian
closed
2 months ago
0
Defines `SIMSIMD_CAN_COMPILE_F16` and `SIMSIMD_CAN_COMPILE_BF16` unused?
#155
rschu1ze
closed
2 months ago
3
Curved Spaces & Sparse Sets
#154
ashvardanian
closed
2 months ago
0
Precision reduced between v4 and v5
#153
cbornet
closed
2 months ago
9
Add .pyi stub file
#152
cbornet
closed
3 months ago
1
[python] Create an interface file
#151
cbornet
closed
3 months ago
3
FileNotFoundError: 'VERSION' File Missing Issue
#150
OD-Ice
closed
3 months ago
2
Implement Mahalanobis distance
#149
guyrosin
closed
2 months ago
4
f32 not implemented for haswell
#148
makarr
closed
3 months ago
2
New `bf16` capabilities on Arm 🦾
#147
ashvardanian
closed
3 months ago
0
Dev/eknag/bf16 cossim matmul
#146
eknag
closed
4 months ago
1
Sorting DistancesTensor on a dimension
#145
saikovvuri
closed
3 months ago
1
Wrong cosine result in js version
#144
ahaapple
closed
4 months ago
1
The automated release is failing 🚨
#143
ashvardanian
closed
3 months ago
0
Memory usage problems
#142
Charlyo
closed
2 months ago
9
New `bf16` capability levels for Arm
#141
ashvardanian
closed
4 months ago
0
Add covariance estimator
#140
amirzia
opened
5 months ago
4
Add: Covariance for Arm Neon
#139
amirzia
closed
5 months ago
0
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