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.
Version: 1.0.4 Imports: dynutils (≥ 1.0.5), irlba, lmds, stats, tibble Suggests: testthat, diffusionMap, fastICA, igraph, lle, MASS, Matrix, RANN, Rtsne, smacof, uwot Published: 2021-03-23 DOI: 10.32614/CRAN.package.dyndimred Author: Robrecht Cannoodt [aut, cre] (github: rcannood), Wouter Saelens [aut] (github: zouter) Maintainer: Robrecht Cannoodt <rcannood at gmail.com> BugReports: https://github.com/dynverse/dyndimred/issues License: MIT + file LICENSE URL: https://github.com/dynverse/dyndimred NeedsCompilation: no Materials: README, NEWS CRAN checks: dyndimred results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=dyndimred to link to this page.
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