Module dbscan

This module contains an implementation of Density-Based Spatial Clustering of Applications with Noise (DBSCAN)

Functions

create_clusters

Creates clusters of points using DBSCAN (Density-Based Spatial Clustering of Applications with Noise). points: A list of points to cluster. min_points: The minimum number of points required to form a cluster. neighborhood_fn: A function which returns neighbors of given point. It should return point itself.

Type Aliases

Cluster

Represents a cluster of points.