autopdex.utility.search_neighborhood

autopdex.utility.search_neighborhood(x_nodes, x_query, support_radius)

Neighbor search within a radius based on scipy’s KDTree.

Parameters:

• x_nodes (array) – Coordinates of the nodes.

• x_query (array) – Coordinates of the query points.

• support_radius (float) – Radius within which to search for neighbors.

Returns:

• num_neighbors (array): Number of neighbors for each query point.

• max_neighbors (int): Maximum number of neighbors.

• min_neighbors (int): Minimum number of neighbors.

• neighbor_list (array): List of neighbors for each query point.

Return type:

tuple