iaf.cluster

Clustering functions.

iaf.cluster.cluster_by_distance(X: ndarray, threshold: float = 50.0) → ndarray

Cluster positions by max distance between single points.

Parameters:

• X (np.ndarray) – List of point coordinates: n x d, where n is the number of points and d is the number of dimensions.

• threshold (float) – Distance threshold for clustering.

Returns:

• labels (np.ndarray) – List of n cluster labels correspoding to the n coordinates.

• n_components (int) – Number of clusters.