Kernel density estimation

Fast Gaussian kernel density estimation in 1D or 2D.

kernel density estimation kde heatmap deriche

0.2.2 • Published 2 months ago

Methods and benchmarks for fast, approximate Gaussian kernel density estimation. This repo is for archiving research results. _Want to use fast KDE in your own projects?_ **See [github.com/uwdata/fast-kde](https://github.com/uwdata/fast-kde).**

kernel density estimation kde deriche box filter benchmarks

0.0.4 • Published 3 years ago

Fast Gaussian kernel density estimation in 1D or 2D. Uses Deriche's approximation for accurate, linear-time O(N + K) estimation.

kernel density estimation kde heatmap deriche

0.0.2 • Published 3 years ago

Kernel density estimation Packages

fast-kde

fast-kde-benchmarks

@uwdata/kde