Code and formatted datasets for the paper "Network Interpolation" by Thomas Reeves, Anil Damle, and Austin R. Benson.
dgmfast.py in the folder dgmfast runs the network interpolation model until a specified graph edit distance to the target graph is reached. It is the fastest implementation.
dgmtrigger.m also runs the network interpolation model until a specified graph edit distance to the target graph is reached, but is not as fast for large graphs.
dgmrun.m runs the network interpolation model for a fixed number of steps.
The program twotothreeblock.m contains the synthetic experiments described in Section 4 of the paper.
The folders collegemsg, emaileucore, emaileucoretemporal, vdbunt, and coauth-DBLP-2yearly contain the real-world experiments described in Section 5 of the paper.