Codes

palette diagram

A visualization tool for a large number of categorical datasets, each comprising several categories:

modularity_eigenvalues

Estimate of the number of (statistically significant) communities from the spectrum of the modularity matrix.

graphBIX

Graph clustering by Bayesian inference with cross-validation model assessment. The codes are implemented in Julia.

• sbm.jl: Standard & degree-corrected stochastic block model
• mod.jl: Stochastic block model restricted to the community structure