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Extracting the multiscale backbone of complex weighted networks (Serrano et al. 2009)
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backbone_network
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LICENSE.txt
MANIFEST
README.md
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setup.py

README.md

backbone_network

Takes a NetworkX graph and removes edges to create a "backbone" graph. For more information about this method see the referenced article.

Installation

pip install backbone_network

Usage

from backbone_network import get_graph_backbone
graph_backbone = get_graph_backbone(graph)

Dependencies

  • Numpy 1.8.0
  • Scipy 0.11.0
  • NetworkX 1.8.1

References

M. A. Serrano et al. (2009) Extracting the Multiscale Backbone of Complex Weighted Networks. PNAS, 106:16, pp. 6483-6488.

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