dyndimred (1.0.2)

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Dimensionality Reduction Methods in a Common Format.

http://github.com/dynverse/dyndimred
http://cran.r-project.org/web/packages/dyndimred

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.

Maintainer: Wouter Saelens
Author(s): Robrecht Cannoodt [aut] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut, cre] (<https://orcid.org/0000-0002-7114-6248>, zouter)

License: GPL-3

Uses: dynutils, irlba, Matrix, fastICA, smacof, diffusionMap, MASS, testthat, lle, Rtsne, uwot
Reverse suggests: dynwrap

Released 4 months ago.


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