sklearn.utils.graph.single_source_shortest_path_length(graph, source, cutoff=None)
[source]
Return the shortest path length from source to all reachable nodes.
Returns a dictionary of shortest path lengths keyed by target.
Parameters: |
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>>> from sklearn.utils.graph import single_source_shortest_path_length >>> import numpy as np >>> graph = np.array([[ 0, 1, 0, 0], ... [ 1, 0, 1, 0], ... [ 0, 1, 0, 1], ... [ 0, 0, 1, 0]]) >>> list(sorted(single_source_shortest_path_length(graph, 0).items())) [(0, 0), (1, 1), (2, 2), (3, 3)] >>> graph = np.ones((6, 6)) >>> list(sorted(single_source_shortest_path_length(graph, 2).items())) [(0, 1), (1, 1), (2, 0), (3, 1), (4, 1), (5, 1)]
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http://scikit-learn.org/stable/modules/generated/sklearn.utils.graph.single_source_shortest_path_length.html