This project is part of the @thi.ng/umbrella monorepo.
n-dimensional low-discrepancy sequence generators/iterators.
This package provides the following n-dimensional low-discrepancy sequence generators, partially based on the article The Unreasonable Effectiveness of Quasirandom Sequences by Martin Roberts.
Configurable basis for each dimension:
haltonND([2,3])
Configurable basis for each dimension:
kroneckerND([1 / 2 ** 0.5, 1 / 5 ** 0.5])
Based on Kronecker with each dimension's base automatically derived from the Plastic number:
plasticND(2)
BETA - possibly breaking changes forthcoming
Search or submit any issues for this package
- @thi.ng/poisson - nD Stratified grid and Poisson-disc sampling w/ support for spatial density functions and custom PRNGs
- @thi.ng/random - Pseudo-random number generators w/ unified API, distributions, weighted choices, ID generation
yarn add @thi.ng/lowdisc// ES module
<script type="module" src="https://unpkg.com/@thi.ng/lowdisc?module" crossorigin></script>
// UMD
<script src="https://unpkg.com/@thi.ng/lowdisc/lib/index.umd.js" crossorigin></script>Package sizes (gzipped, pre-treeshake): ESM: 499 bytes / CJS: 572 bytes / UMD: 653 bytes
TODO
Karsten Schmidt
If this project contributes to an academic publication, please cite it as:
@misc{thing-lowdisc,
title = "@thi.ng/lowdisc",
author = "Karsten Schmidt",
note = "https://thi.ng/lowdisc",
year = 2020
}© 2020 - 2021 Karsten Schmidt // Apache Software License 2.0