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Table 1 Ensemble functionalities offered by CDLIB

From: CDLIB: a python library to extract, compare and evaluate communities from complex networks

NameDescription
grid_executionInstantiate the specified community discovery method performing a grid search on the parameter set.
poolExecute a pool of community discovery algorithms on the input graph.
grid_searchReturns the optimal partition of the specified graph w.r.t. the selected algorithm and quality score performing an exaustive grid search on the parameter space.
random_searchReturns the optimal partition of the specified graph w.r.t. the selected algorithm and quality score over a randomized sample of the parameters space.
pool_grid_filterExecute a pool of community discovery algorithms on the input graph and returns the optimal partition for each algorithm given the specified quality function.