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diffusionMap

Diffusion Map

v1.2.0 · Sep 10, 2019 · GPL-3

Description

Implements diffusion map method of data parametrization, including creation and visualization of diffusion map, clustering with diffusion K-means and regression using adaptive regression model. Richards (2009) <doi:10.1088/0004-637X/691/1/32>.

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r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
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r-devel-macos-arm64 OK
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NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

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

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Joseph Richards [aut] (joeyrichar), Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood)’
  Authors@R: ‘Joseph Richards [aut] (github: joeyrichar), Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood)’
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NOTE 12 OK · 2 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:    ‘Joseph Richards [aut] (joeyrichar), Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood)’
  Authors@R: ‘Joseph Richards [aut] (github: joeyrichar), Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood)’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Author field differs from that derived from Authors@R
  Author:    ‘Joseph Richards [aut] (joeyrichar), Robrecht Cannoodt [aut, cre] (<https://orcid.org/0000-0003-3641-729X>, rcannood)’
  Authors@R: ‘Joseph Richards [aut] (github: joeyrichar), Robrecht Cannoodt [aut, cre] (ORCID: <https://orcid.org/0000-0003-3641-729X>, github: rcannood)’

Reverse Dependencies (2)

suggests

Dependency Network

Dependencies Reverse dependencies scatterplot3d igraph Matrix dimRed dyndimred diffusionMap

Version History

new 1.2.0 Mar 9, 2026