{"categories":[{"label":"Mathematics","url":"https://skillfed.io/packages/category/scientific-engineering-mathematics/3"}],"enrichment":{"capability":"Provides a high-performance Rust implementation of the Leiden community detection algorithm for graph analysis, exposed to Python via a native extension module.","skillfed_tags":["graph-algorithms","community-detection","rust-extension"],"use_cases":["Detect communities or clusters in large network graphs as part of graph analysis pipelines","Accelerate community detection workloads where pure-Python implementations are too slow","Integrate high-performance Leiden clustering into graspologic-based research or production systems","Analyze social networks, biological networks, or other graph structures for structural patterns"],"what_it_does":"graspologic-native is a compiled Python extension that implements the Leiden community detection algorithm in Rust for use in graph analysis workflows. The Leiden algorithm identifies clusters or communities within network structures, and this package provides a high-performance native implementation rather than a pure-Python one. It is built using PyO3 and maturin, and depends only on numpy and scipy.\n\nThe package is designed to serve as a performance-critical component, likely integrated into the broader graspologic graph statistics library. It targets Python 3.9 and later on 64-bit systems, with prebuilt wheels for common platforms (Linux, macOS, Windows on x86_64 and aarch64). If prebuilt wheels don't match your platform, you can build from source using Rust and uv.","worth_installing":"Yes, if you need fast community detection for graph analysis and are using Python 3.9+. The package is actively maintained, has no known vulnerabilities, and offers prebuilt wheels for most platforms. Install friction is moderate but manageable; if your platform lacks a prebuilt wheel, building from source requires Rust and uv. Best suited as a dependency of graspologic rather than standalone use."},"id":"graspologic-native","links":{"html":"https://skillfed.io/packages/graspologic-native","md":"https://skillfed.io/packages/graspologic-native.md","pypi":"https://pypi.org/project/graspologic-native/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-14","license_spdx":null,"license_treatment":"permissive","name":"graspologic-native","python_support":"supports_current","summary":null},"popularity":{"monthly_downloads":220291,"position":9306,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.3.1"}