EVoC clustering from pre-computed kNN

Wrapper function into the Rust interface for EVoC clustering using a pre-computed kNN graph.

Usage

rs_evoc_from_knn(embd, knn_data, n_neighbours, evoc_params, seed, verbose)

Arguments

embd

Numerical matrix. The data to cluster. Should be of dimensions samples x features.

knn_data

List. A NearestNeighbours object with k, indices, and dist elements.

n_neighbours

Integer. Number of nearest neighbours for graph construction.

evoc_params

Named list. List that contains all of the key parameters for EVoC clustering.

seed

Integer. Seed for reproducibility.

verbose

Boolean. Controls verbosity of the function.

Value

A named list with cluster layers, membership strengths, persistence scores, and the kNN graph.