NumKong
SIMD-accelerated numerical operations for multiple languages and platforms
GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
NumKong emphasizes SIMD-accelerated numerical operations with bindings in multiple languages including Python, Rust, C, C++, Swift, JS, and Go.
Good fit when
- When you require highly optimized numerical computations across a variety of platforms like x86, Arm, RISC-V, or WASM for better performance
- If your project involves cross-language interoperability in areas such as data retrieval or model training and needs the efficiency provided by SIMD-optimized routines
Avoid when
- If your application does not benefit from SIMD optimizations or operates on platforms not supported by NumKong
- When you are working exclusively with a single language without the need for cross-language binding support, as this might add overhead and complexity
Observed Jul 15, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (4d since push)
- As of Sep 20, 2026
- Provenance
- Not a fork · Personal account
- As of Sep 20, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
git clone https://github.com/ashvardanian/NumKongSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
NumKong offers SIMD-optimized functionalities including distances, dot products, matrix operations, and various kernels for numeric types ranging from 6-bit to 64-bit. Supports cross-platform development with bindings in Python, Rust, C, C++, Swift, JS, and Go.
Capability facts
- MCP server
- No MCP server detected
Source: repo_scan · Sep 20, 2026
- Languages
- c, javascript, typescript, python
Source: github.language+package.json+pyproject.toml · Sep 20, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Sep 20, 2026)
| JS | `npm install` & `import` | Node.js, Bun, Deno & browsers | [javascript/README.md](javascript/README.md) |Source link
Source: README excerpt (regex_v1, Sep 20, 2026)
| Python | `pip install` | Linux, macOS, Windows | [python/READMSource link
Tags
README
Quick Start Language Install Compatible with Guide : : : : C / C++ CMake, headers, & prebuilt Linux, macOS, Windows, Android include/README.md Python Linux, macOS, Windows python/README.md Rust Linux, macOS, Windows rust/README.md JS & Node.js, Bun, Deno & browsers javascript/REA...
For agents
This page has a .md twin and JSON over the API.