Generate a new basis set via a tour

Source: R/AllGenerics.R, R/bases.R

Generate a new basis set via a tour

generate_bases(.data, .on = NULL, subset = NULL, clamp = FALSE,
  max_bases = 100, start = NULL, step_size = Inf,
  .engine = tourr::grand_tour())

# S4 method for ANY
generate_bases(.data, .on = NULL, subset = NULL,
  clamp = FALSE, max_bases = 100, start = NULL, step_size = Inf,
  .engine = tourr::grand_tour())

# S4 method for LinearEmbeddingMatrix
generate_bases(.data, .on = NULL,
  subset = NULL, clamp = FALSE, max_bases = 100, start = NULL,
  step_size = Inf, .engine = tourr::grand_tour())

# S4 method for TourExperiment
generate_bases(.data, .on = NULL,
  subset = NULL, clamp = FALSE, max_bases = 100, start = NULL,
  step_size = Inf, .engine = tourr::grand_tour())

Arguments

.data

a TourExperiment object or matrix-like object
.on

Which part of .data to tour
subset

Restrict the number of columns of toured data?
clamp

Should the columns of toured data be clamped to lie in (0,1)?
max_bases

Maximum number of bases to generate
start

Optional starting projection for tour
step_size

Distance between each step, set to Inf which forces new basis generation
.engine

A tour path generator (defaults to tourr::grand_tour())