You are viewing an older version (1.17.1).Go to latest (1.18.0)
{ } Raw JSON

bundles / scipy 1.17.1 / scipy / sparse / csgraph / _tools / csgraph_masked_from_dense

cython_function_or_method

scipy.sparse.csgraph._tools:csgraph_masked_from_dense

Signature

def csgraph_masked_from_dense(graph, null_value = 0, nan_null = True, infinity_null = True, copy = True)

Summary

Construct a masked array graph representation from a dense matrix.

Extended Summary

Parameters

graph : array_like

Input graph. Shape should be (n_nodes, n_nodes).

null_value : float or None (optional)

Value that denotes non-edges in the graph. Default is zero.

infinity_null : bool

If True (default), then infinite entries (both positive and negative) are treated as null edges.

nan_null : bool

If True (default), then NaN entries are treated as non-edges

Returns

csgraph : MaskedArray

masked array representation of graph

Examples

from scipy.sparse.csgraph import csgraph_masked_from_dense
✓
graph = [
[0, 1, 2, 0],
[0, 0, 0, 1],
[0, 0, 0, 3],
[0, 0, 0, 0]
]
✓
csgraph_masked_from_dense(graph)
✗

Aliases

  • scipy.sparse.csgraph.csgraph_masked_from_dense