GeoClustering.jl

Geostatistical clustering methods for the GeoStats.jl framework
Author JuliaEarth
Popularity
1 Star
Updated Last
1 Year Ago
Started In
March 2021

GeoClustering.jl

Geostatistical clustering methods for the GeoStats.jl framework.

SLIC

Simple Linear Iterative Clustering (SLIC) produces clusters that are spatially connected based on a geospatial distance dₛ. The samples in these clusters are similar in terms of their features according to a distance dᵥ. The tradeoff is controlled with a hyperparameter parameter m in an additive model dₜ = √(dᵥ² + m²(dₛ/s)²). The original method developed for images is described in Achanta et al. 2011. It has been generalized in this package for any geospatial data set (e.g. point sets).

Installation

Get the latest stable release with Julia's package manager:

] add GeoClustering

Usage

This package is part of the GeoStats.jl framework.

For a simple example of usage, please check the main documentation.

Asking for help

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