EVoC clustering

Wrapper function into the Rust interface for EVoC clustering.

Usage

rs_evoc(
  embd,
  n_neighbours,
  evoc_params,
  return_knn,
  seed,
  use_high_precision,
  verbose
)

Arguments

embd

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

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.

return_knn

Boolean. Shall the kNN graph be returned.

seed

Integer. Seed for reproducibility.

use_high_precision

Optional logical. Controls fp32 vs fp64 for. If NULL will use sensible default thresholding.

verbose

Integer. If 0L -> silent or 1L for normal verbosity; 2L for detailed verbosity.

Value

A named list with:

• evoc_res - List with the EVoC results

• knn - Optional list (can be NULL) with the kNN graph