from_scipy_sparse_matrix¶

from_scipy_sparse_matrix(A, create_using=None, edge_attribute='weight')[source]¶

Return a graph from scipy sparse matrix adjacency list.

Parameters :

A: scipy sparse matrix

An adjacency matrix representation of a graph

create_using: NetworkX graph

Use specified graph for result. The default is Graph()

edge_attribute: string

Name of edge attrbute to store matrix numeric value. The data will have the same type as the matrix entry (int, float, (real,imag)).

Examples

>>> import scipy.sparse
>>> A = scipy.sparse.eye(2,2,1)
>>> G = nx.from_scipy_sparse_matrix(A)