Points

Contents

Points#

Reduction#

kmeans_selection

Reduce a set of points by selection using K-Means clustering.

kmeans_simplification

Reduce a set of points by simplification using K-Means clustering.

kmeans_aggregation

Reduce a set of points by aggregation using K-Means clustering.

labelgrid_selection

Reduce a set of points by selection using the Label Grid method.

labelgrid_simplification

Reduce a set of points by simplification using the Label Grid method.

labelgrid_aggregation

Reduce a set of points by aggregation using the Label Grid method.

quadtree_selection

Reduce a set of points by selection using a quadtree.

quadtree_simplification

Reduce a set of points by simplification using a quadtree.

quadtree_aggregation

Reduce a set of points by aggregation using a quadtree.

Covering#

heatmap

Create a heatmap using the kernel density estimation technique (KDE).

hull_delaunay

Create the hull of a set of points using the Delaunay triangulation.

hull_swinging_arm

Create the hull of a set of points using the swinging arm algorithm.