controls_ann: Controls for approximate nearest neighbours algorithms

View source: R/controls.R

controls_annR Documentation

Controls for approximate nearest neighbours algorithms

Description

Controls for ANN algorithms used in the package.

Usage

controls_ann(
  sparse = FALSE,
  k_search = 30,
  nnd = control_nnd(),
  hnsw = control_hnsw(),
  lsh = control_lsh(),
  kd = control_kd(),
  annoy = control_annoy()
)

Arguments

sparse

whether sparse data should be used as an input for algorithms,

k_search

number of neighbours to search,

nnd

parameters for rnnd_build and rnnd_query (should be inside control_nnd function),

hnsw

parameters for hnsw_build and hnsw_search (should be inside control_hnsw function),

lsh

parameters for lsh function (should be inside control_lsh function),

kd

kd parameters for knn function (should be inside control_kd function),

annoy

parameters for RcppAnnoy package (should be inside control_annoy function).

Value

Returns a list with parameters.

Author(s)

Maciej Beręsewicz


blocking documentation built on June 18, 2025, 9:16 a.m.