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The code of the paper "Pairwise-interactions-based Bayesian Inference of Network Structure from Cascades"

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PBI

The code related to the paper below:

Pairwise-interactions-based Bayesian Inference of Network Structure from Cascades

Running the code:

  1. install the required packages
  2. run the test.py to infer the network
  3. we provide a simple dataset: a ground-truth network generated by ER random graph model ( nodes = 253, edges = 510) ,
  4. G.pkl is a file that stores a network object from networkx package and can be read using the pickle package.
  5. "beta 500.txt" is a file that stores 500 cascades generated by the IC model (incubation time ~ exp(1))on this network.

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The code of the paper "Pairwise-interactions-based Bayesian Inference of Network Structure from Cascades"

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