DESCRIPTION

Package: dyndimred
Type: Package
Title: Dimensionality Reduction Methods in a Common Format
Version: 1.0.4
Authors@R: c(
    person(
      "Robrecht", "Cannoodt", 
      email = "rcannood@gmail.com", 
      role = c("aut", "cre"),
      comment = c(ORCID = "0000-0003-3641-729X", github = "rcannood")
    ),
    person(
      "Wouter", "Saelens", 
      email = "wouter.saelens@gmail.com", 
      role = c("aut"), 
      comment = c(ORCID = "0000-0002-7114-6248", github = "zouter")
    )
  )
Description: 
  Provides a common interface for applying dimensionality reduction methods,
  such as Principal Component Analysis ('PCA'), Independent Component Analysis ('ICA'), diffusion maps, 
  Locally-Linear Embedding ('LLE'), t-distributed Stochastic Neighbor Embedding ('t-SNE'), 
  and Uniform Manifold Approximation and Projection ('UMAP'). 
  Has built-in support for sparse matrices.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
  dynutils (>= 1.0.5),
  irlba,
  lmds,
  stats,
  tibble
Suggests: 
  testthat,
  diffusionMap,
  fastICA,
  igraph,
  lle,
  MASS,
  Matrix,
  RANN,
  Rtsne,
  smacof,
  uwot
RoxygenNote: 7.1.1
Roxygen: list(markdown = TRUE)
URL: https://github.com/dynverse/dyndimred
BugReports: https://github.com/dynverse/dyndimred/issues