intrinsicDimension
Intrinsic Dimension Estimation
v1.2.0
·
Jun 7, 2019
·
MIT + file LICENSE
Description
A variety of methods for estimating intrinsic dimension of data sets (i.e the manifold or Hausdorff dimension of the support of the distribution that generated the data) as reviewed in Johnsson, K. (2016, ISBN:978-91-7623-921-6) and Johnsson, K., Soneson, C. and Fontes, M. (2015) <doi:10.1109/TPAMI.2014.2343220>. Furthermore, to evaluate the performance of these estimators, functions for generating data sets with given intrinsic dimensions are provided.
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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 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | 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 | OK |
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CRAN incoming feasibility
Maintainer: ‘Kerstin Johnsson <kerstin.johnsson@hotmail.com>’
No Authors@R field in DESCRIPTION.
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Authors@R: c(person(given = "Kerstin",
family = "Johnsson",
role = c("aut", "cre"),
email = "kerstin.johnsson@hotmail.com"),
person(given = "Lund",
family = "University",
role = "aut"))
as necessary.
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r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Kerstin Johnsson <kerstin.johnsson@hotmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kerstin",
family = "Johnsson",
role = c("aut", "cre"),
email = "kerstin.johnsson@hotmail.com"),
person(given = "Lund",
family = "University",
role = "aut"))
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Kerstin Johnsson <kerstin.johnsson@hotmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kerstin",
family = "Johnsson",
role = c("aut", "cre"),
email = "kerstin.johnsson@hotmail.com"),
person(given = "Lund",
family = "University",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Kerstin Johnsson <kerstin.johnsson@hotmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Kerstin",
family = "Johnsson",
role = c("aut", "cre"),
email = "kerstin.johnsson@hotmail.com"),
person(given = "Lund",
family = "University",
role = "aut"))
as necessary.