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Dev tools · December 17, 2025

HP

High-Performance Wavelet Matrix for Python, Implemented in Rust

I built a Rust-powered Wavelet Matrix library for Python. There were surprisingly few practical Wavelet Matrix implementations available for Python, so I implemented one with a focus on performance, usability, and typed APIs. It supports fast rank/select, top-k, quantile, range queries, and even dynamic updates. Feedback welcome!

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In plain words

High-Performance Wavelet Matrix for Python is a Rust-based library that provides efficient data structure operations for Python developers. It implements wavelet matrix functionality, enabling fast rank/select queries, top-k retrieval, quantile calculations, and range queries. The library also supports dynamic updates and features typed APIs. It targets developers needing high-performance data structure operations and is available on PyPI.

written from the facts on this page · September 2026

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