random_clustering

  ↳ ensemble

random_clustering(mat, clustering_method, ensemble_size=100, show_progress=False)

Given a matrix and a function describing a random clustering method, returns an ensemble of block matrices. The output is a three-dimensional array whose first dimension indexes the ensemble trials, and whose remaining two dimensions have the same shape as mat.

Arguments

Arguments		Type	Description
mat		np.ndarray	A square array, of whatever format is required by the clustering_method.
clustering_method		function	Any function which takes a square matrix and returns an Aggregation; ideally one which uses random methods.
ensemble_size	Keyword	int	The number of ensembles to run.
show_progress	Keyword	bool	Whether or not to display a tqdm progress bar.