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This adds to a given directed weighted graph all edges in the reverse direction and give them weight 0, unless they already exist.

Parameters

a : csr_matrix

The square matrix in CSR format representing a directed graph

Returns

res : csr_matrix

A new matrix in CSR format in which the missing edges are represented by explicit zeros.

Add reversed edges to all edges in a graph.

Examples

See :

Local connectivity graph

Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.

Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows or text (beyond on hover)

SVG is more flexible but power hungry; and does not scale well to 50 + nodes.

All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted (or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library they belong to, and scaled with the number of references pointing them


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