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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| Flavor | Status |
|---|---|
| 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)
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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)’
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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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r-devel-linux-x86_64-fedora-gcc
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r-devel-macos-arm64
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r-devel-windows-x86_64
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r-oldrel-macos-arm64
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package dependencies
Package suggested but not available for checking: ‘lle’
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r-oldrel-macos-x86_64
LazyData
'LazyData' is specified without a 'data' directory
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package dependencies
Package suggested but not available for checking: ‘lle’
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r-oldrel-windows-x86_64
LazyData
'LazyData' is specified without a 'data' directory
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r-oldrel-windows-x86_64
package dependencies
Package suggested but not available for checking: 'lle'
OK
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
*
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'
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1.0.4
Mar 10, 2026