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Project description

Spyders:

Simple PYthon Density Estimator using RuSt

First Rust project, first public python project. Feedback welcome!

Description

Uses a fast KDtree (Kiddo) to estimate densities using epanechnikov kernels. This implementation builds a KDtree from the evaluated points, rather than the underlying density points. This allows each underlying density point to have a different smoothing length.

Install

Simple (python)

  • pip install spyder_density

Develop (python)

  • clone the repository
  • pip install .

Develop (rust)

  • clone the repository
  • rust, maturin ect...

Issues

Kiddo fails to create a tree if there are too many points with the same values https://github.com/sdd/kiddo/issues/78

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This version

0.1.0

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SHA256 6f41b4c7ab7b30d5ba1d169ab6725e99f61805d12c8d643ea32d9c8deecae23b
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