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This PR improves the efficiency of the
LineGraph
transformation by replacing several for-loops with vectorized operations. These changes significantly speed up the computation, especially for larger graphs.It also resolves the issue described in issue described in #10014, where undirected graphs with self-loops were not handled correctly.
The documentation for
LineGraph
has also been updated: