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Gibbs sampling algorithm from 'Clustering of heterogeneous populations of networks'

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Clustering network populations

Ipython Notebook with code for Gibbs sampling algorithm in 'Clustering of heterogeneous populations of networks'. Requires as input a list of igraph objects representing the network population. Also includes algorithm for sampling from the corresponding heterogeneous network population model.

If you use this algorithm please cite:

J-G. Young, A. Kirkley, and M. E. J. Newman, Clustering of heterogeneous populations of networks. Physical Review E 105, 014312 (2022).

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Gibbs sampling algorithm from 'Clustering of heterogeneous populations of networks'

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