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#' Common dimensionality reduction methods
#'
#' Provides a common interface for applying common dimensionality reduction methods,
#' Such as PCA, ICA, diffusion maps, LLE, t-SNE, and umap.
#'
#' @importFrom dynutils calculate_distance list_distance_methods is_sparse
#' @importFrom stats as.dist
#'
#' @docType package
#' @name dyndimred
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