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 URL: https://github.com/dynverse/dyndimred BugReports: https://github.com/dynverse/dyndimred/issues NeedsCompilation: no Packaged: 2021-03-23 07:53:59 UTC; rcannood Author: Robrecht Cannoodt [aut, cre] (, rcannood), Wouter Saelens [aut] (, zouter) Maintainer: Robrecht Cannoodt Repository: CRAN Date/Publication: 2021-03-23 08:30:06 UTC