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NumKong

ashvardanian•PUBLIC

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SIMD-accelerated distances, dot products, matrix ops, geospatial & geometric kernels for 16 numeric types — from 6-bit floats to 64-bit complex — across x86, Arm, RISC-V, and WASM, with bindings for Python, Rust, C, C++, Swift, JS, and Go 📐

arm-neonassemblyblascppgolanginformation-retrieval

Apache License 2.0

Created on Mar 14, 2023

Updated on Apr 3, 2026

Stars

1.8k

Forks

113

Watchers

1.8k

Open Issues

Repository Health Score

🧡

68/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

Total Issues

All time

Open

31% of total

Closed

Recent Commits

Release: v7.3.0 [skip ci]

TinySemVer•17 hours ago

9d58663View on GitHub

Merge: Hardened Arm Kernels, Upgraded CI, Citations, & Docs (#332)

Ash Vardanian•17 hours ago

2d3e2b5View on GitHub

Docs: M5 perf stats for Wasmtime v43

Ash Vardanian•18 hours ago

43c2881View on GitHub

Fix: Alternative MSVC-friendly cast

Ash Vardanian•19 hours ago

4744b9bView on GitHub

Make: Disable LTCG due to MSVC issues

Ash Vardanian•20 hours ago

3d37684View on GitHub

Make: Try `PREBUILDS_ONLY=0` in CI

Ash Vardanian•21 hours ago

64c5f95View on GitHub

Merge: NEON hardening & x86 tails

Ash Vardanian•21 hours ago

21dc20cView on GitHub

Improve: Lower NEONHALF → NEON requirements

Ash Vardanian•22 hours ago

37f99ecView on GitHub

Fix: Wire `nk_cast_neon` benchmarks

Ash Vardanian•22 hours ago

3793af2View on GitHub

Docs: Apple M5 native stats for secondary workloads

Ash Vardanian•22 hours ago

d7c81c4View on GitHub

Improve: Faster in-vector 4-way finalizers in NEON

Ash Vardanian•23 hours ago

968dcd1View on GitHub

Improve: Drop `nk_f16x4_to_f32x4_neon`

Ash Vardanian•23 hours ago

84bb20aView on GitHub

Improve: `vcvt_high` for faster unpacking

Ash Vardanian•1 day ago

a5f4a19View on GitHub

Docs: Refresh GEMM/SYRK measurements Apple M4 → M5

Ash Vardanian•1 day ago

3e010deView on GitHub

Add: NEON & SDOT fallbacks for `i4` & `e3m2`

Ash Vardanian•1 day ago

0c6afa5View on GitHub

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^1.58.0

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NumKong

Score Breakdown

Production Dependencies (3)

Development Dependencies (11)

Production Dependencies (3)

Development Dependencies (11)

Issues Activity: Last 6 months

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