Cluster

Cluster field of points to identify pockets.

cluster_fop(fop, clustering_model=None, clustering_kwargs=None)

Takes the coordinates of the field of points (fop) and uses a clustering algorithm to trim the fop to the points. Keeps the cluster that contains the center of the pocket.

PARAMETER	DESCRIPTION
fop	coordinates of field of points. TYPE: Sequence[Sequence[float]]
clustering_model	Scikit-learn clustering model class to use. TYPE: type | None DEFAULT: None
clustering_kwargs	Keyword arguments for clustering_model initialization. TYPE: MutableMapping[str, Any] | None DEFAULT: None

RETURNS	DESCRIPTION
Sequence[Sequence[float]]	field of points after clustering