Metadata-Version: 2.3
Name: spyders_density
Version: 0.1.0
Classifier: Programming Language :: Rust
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Implementation :: PyPy
License-File: LICENCE.md
Requires-Python: >=3.8
Description-Content-Type: text/markdown; charset=UTF-8; variant=GFM

# 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

