Calculates SpringRank from directed networks or pairwise comparisons.
Implements the model described in:
-  C. De Bacco, D. B. Larremore and C. Moore, A physical model for efficient ranking in networks, Science Advances, Vol 4, 7, eaar8260, 2018.
If you use this code please cite .
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python: Python code and a test script.
matlab: MATLAB code and a test script.
data: Contains sample adjacency files to test the code and a sample result.
Need to make a directory called
data at the same level of the
To make one, just type from the command line, inside that folder:
The directed adjacency matrix should be formatted as an edge list with 3 columns:
node1 node2 3
The first and second columns are the source and target nodes of that edge, respectively; the third is the edge weigth (must be integer). In this example the edge node1 --> node2 exists with weight 3.
One file will be generated inside the
data folder containg the SpringRank scores ordered from highest to lowest. The output file will be inside
data folder with names:
networkname_SpringRank_a0.0_l0_1.0_l1_1.0.datfor the case
The first column is the node id, the second column is the SpringRank score.