检查无向图是否是 networkx 中的树

Question

我想知道是否有一种简单的方法可以检查networkx中的某个无向图是否为树

Answer 1

The fastest way for a graph G(V,E) might be to check if |V| = |E| + 1 and that G is connected:

import networkx as nx
def is_tree(G):
    if nx.number_of_nodes(G) != nx.number_of_edges(G) + 1:
        return False
    return nx.is_connected(G)

if __name__ == '__main__':

    print(is_tree(nx.path_graph(5)))
    print(is_tree(nx.star_graph(5)))
    print(is_tree(nx.house_graph()))

Answer 2

There are built-in functions in networkx to check the type of a given graph.

To check if it's a tree, run networkx.is_tree(g) . See algorithms for trees in networkx documentation .