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fast-kde

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

• kernel density estimation
• kde
• heatmap
• deriche

jheer

published 0.2.2 • a month agopublished 0.2.2 a month ago

@uwdata/kde

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

jheer

published 0.0.2 • 3 years agopublished 0.0.2 3 years ago

fast-kde-benchmarks

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

jheer

published 0.0.4 • 3 years agopublished 0.0.4 3 years ago