geogram 0.0.5

python geogram binding

pygeogram: python binding for geogram

This repos provides python bindings for geogram's state-of-the-art Voronoi diagram builder and related algorithms.

Pre-built binary wheels are provided on PyPI which can then be installed with

pip install geogram

Example

A Voronoi diagram can be computed with:

import geogram as geo
import numpy as np

(vertices, triangles) = geo.shape.quad()

seeds = np.random.rand(10000, 2)
voronoi = geo.Voronoi(seeds, domain_vertices=vertices, domain_simplices=triangles)

Elements of the diagram are provided, regardless of the dimension through a decomposition of the diagram into simplices. It should not to be confused with the dual of the diagram, the Delaunay triangulation. Instead, each Voronoi cell is decomposed into a set of simplex:

• q (#q, d): Voronoi vertices coordinates
• t (#t, d): Simplices composing the Voronoi cells
• tadj (#t, d): Simplex's neighbour index
• tseed (#t): Simplex's corresponding seed index

Plotting the simplices edges t between the voronoi vertices q leads to

See examples for additional notebooks.