Get groups using kmeans

shift.get_kmeans_clusters(num_cluster: int, points: list[GeoLocation]) → list[GroupModel]

Function to return kmeans clusters for given set of points.

Parameters:

• num_cluster (int) – Number of cluster to group given set of points.

• points (list[GeoLocation]) – List of points for clustering.

Returns:

Generated cluster.

Return type:

list[ClusterModel]

Examples

>>> from shift.cluster import get_kmeans_clusters
>>> points = [GeoLocation(2, 3), GeoLocation(3, 4), GeoLocation(4, 5)]
>>> clusters = get_kmeans_clusters(2, points)