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PathwaySpace

Spatial Projection of Network Signals along Geodesic Paths

v1.4.1 · Jun 25, 2026 · Artistic-2.0

Description

For a given graph containing vertices, edges, and a signal associated with the vertices, the 'PathwaySpace' package performs a convolution operation, which involves a weighted combination of neighboring vertices and their associated signals. The package uses a decay function to project these signals, creating geodesic paths on a 2D-image space. 'PathwaySpace' has various applications, such as visualizing network data in a graphical format that highlights the relationships and signal strengths between vertices. By combining graph theory, signal processing, and visualization, 'PathwaySpace' provides a way of representing graph data on a continuous projection space. Based on methods introduced in Tercan et al. (2025) <doi:10.1016/j.xpro.2025.103681> and Ellrott et al. (2025) <doi:10.1016/j.ccell.2024.12.002>.

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CRAN Check Status

3 WARNING
10 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 WARNING
r-oldrel-macos-x86_64 WARNING
r-oldrel-windows-x86_64 WARNING
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 (6 non-OK)
WARNING r-oldrel-macos-arm64

Rd files

prepare_Rd: ./man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
checkRd: (-1) PathwaySpace-class.Rd:11: Lost braces
    11 | \code{PathwaySpace} extends t
...[truncated]...
                                         ^
checkRd: (-1) PathwaySpace-class.Rd:27: Lost braces
    27 | \item{\code{fdata}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                             ^
checkRd: (-1) PathwaySpace-class.Rd:29: Lost braces
    29 | \item{\code{pars}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:31: Lost braces
    31 | \item{\code{misc}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:33: Lost braces
    33 | \item{\code{uuid}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:50: Lost braces
    50 | \linkS4class[RGraphSpace]{GraphSpace},
       |                          ^
WARNING r-oldrel-macos-arm64

whether package can be installed

Found the following significant warnings:
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See ‘/Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00install.out’ for details.
WARNING r-oldrel-macos-x86_64

Rd files

prepare_Rd: ./man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
checkRd: (-1) PathwaySpace-class.Rd:11: Lost braces
    11 | \code{PathwaySpace} extends t
...[truncated]...
                                         ^
checkRd: (-1) PathwaySpace-class.Rd:27: Lost braces
    27 | \item{\code{fdata}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                             ^
checkRd: (-1) PathwaySpace-class.Rd:29: Lost braces
    29 | \item{\code{pars}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:31: Lost braces
    31 | \item{\code{misc}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:33: Lost braces
    33 | \item{\code{uuid}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:50: Lost braces
    50 | \linkS4class[RGraphSpace]{GraphSpace},
       |                          ^
WARNING r-oldrel-macos-x86_64

whether package can be installed

Found the following significant warnings:
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00install.out’ for details.
WARNING r-oldrel-windows-x86_64

Rd files

prepare_Rd: ./man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
prepare_Rd: ./man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
checkRd: (-1) PathwaySpace-class.Rd:11: Lost braces
    11 | \code{PathwaySpace} extends t
...[truncated]...
                                         ^
checkRd: (-1) PathwaySpace-class.Rd:27: Lost braces
    27 | \item{\code{fdata}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                             ^
checkRd: (-1) PathwaySpace-class.Rd:29: Lost braces
    29 | \item{\code{pars}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:31: Lost braces
    31 | \item{\code{misc}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:33: Lost braces
    33 | \item{\code{uuid}}{Inherited from \linkS4class[RGraphSpace]{GraphSpace}.}
       |                                                            ^
checkRd: (-1) PathwaySpace-class.Rd:50: Lost braces
    50 | \linkS4class[RGraphSpace]{GraphSpace},
       |                          ^
WARNING r-oldrel-windows-x86_64

whether package can be installed

Found the following significant warnings:
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:19: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:21: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:23: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:25: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:27: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:29: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:31: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:33: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See 'd:/Rcompile/CRANpkg/local/4.5/PathwaySpace.Rcheck/00install.out' for details.

Check History

WARNING 10 OK · 0 NOTE · 3 WARNING · 0 ERROR · 0 FAILURE Jun 27, 2026
WARNING r-oldrel-macos-arm64

whether package can be installed

Found the following significant warnings:
  Warning: /Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Build
...[truncated]...
big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See ‘/Volumes/Builds/packages/big-sur-arm64/results/4.5/PathwaySpace.Rcheck/00install.out’ for details.
WARNING r-oldrel-macos-x86_64

whether package can be installed

Found the following significant warnings:
  Warning: /Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: /Volumes/Buil
...[truncated]...
g-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00_pkg_src/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See ‘/Volumes/Builds/packages/big-sur-x86_64/results/4.5/PathwaySpace.Rcheck/00install.out’ for details.
WARNING r-oldrel-windows-x86_64

whether package can be installed

Found the following significant warnings:
  Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:11: unexpected TEXT '[RGraphSpace]', expecting '{'
  Warning: D:/temp/2026_06_27_01_50_00_
...[truncated]...
 Warning: D:/temp/2026_06_27_01_50_00_12844/RtmpqSuaGe/R.INSTALL199883ccc2458/PathwaySpace/man/PathwaySpace-class.Rd:50: unexpected TEXT '[RGraphSpace]', expecting '{'
See 'd:/Rcompile/CRANpkg/local/4.5/PathwaySpace.Rcheck/00install.out' for details.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘RGraphSpace’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies RGraphSpace rlang scales RANN igraph ggplot2 ggnewscale ggrepel colorspace patchwork lifecycle PathwaySpace

Version History

10 tracked
updated 1.4.1 ← 1.3.0 diff Jun 26, 2026
updated 1.3.0 ← 1.2.0 diff May 23, 2026
updated 1.2.0 ← 1.1.1 diff Apr 25, 2026
new 1.1.1 Mar 10, 2026
updated 1.1.1 ← 1.1.0 diff Feb 27, 2026
updated 1.1.0 ← 1.0.2 diff Nov 6, 2025
updated 1.0.2 ← 1.0.1 diff Jul 27, 2025
updated 1.0.1 ← 1.0.0 diff Apr 7, 2025
updated 1.0.0 ← 0.99.4 diff Nov 11, 2024
new 0.99.4 Sep 2, 2024