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dyndimred

Dimensionality Reduction Methods in a Common Format

v1.0.4 · Mar 23, 2021 · MIT + file LICENSE

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.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (17 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘lle’
NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘lle’
NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'lle'
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood), Wouter Saelens [aut] (<https://orcid.org/0000-0002-7114-6248>, zouter)’
  Authors@R: ‘Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood), Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>, github: zouter)’
NOTE r-oldrel-macos-arm64

package dependencies

Package suggested but not available for checking: ‘lle’
NOTE r-oldrel-macos-x86_64

package dependencies

Package suggested but not available for checking: ‘lle’
NOTE r-oldrel-windows-x86_64

package dependencies

Package suggested but not available for checking: 'lle'

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies dynutils irlba lmds tibble dynwrap dyndimred

Version History

new 1.0.4 Mar 10, 2026