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DR.SC

Joint Dimension Reduction and Spatial Clustering

v3.7 · Dec 14, 2025 · GPL-3

Description

Joint dimension reduction and spatial clustering is conducted for Single-cell RNA sequencing and spatial transcriptomics data, and more details can be referred to Wei Liu, Xu Liao, Yi Yang, Huazhen Lin, Joe Yeong, Xiang Zhou, Xingjie Shi and Jin Liu. (2022) <doi:10.1093/nar/gkac219>. It is not only computationally efficient and scalable to the sample size increment, but also is capable of choosing the smoothness parameter and the number of clusters as well.

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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 OK
r-patched-linux-x86_64 OK
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r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.0Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.5Mb
  sub-directories of 1Mb or more:
    data   4.2Mb
    libs   8.0Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.0Mb
  sub-directories of 1Mb or more:
    data   3.0Mb
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.5Mb
  sub-directories of 1Mb or more:
    data   4.2Mb
    libs   8.0Mb

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies spatstat.geom CompQuadForm irlba cowplot ggplot2 MASS Matrix mclust purrr S4Vectors RColorBrewer Rcpp Seurat PRECAST ProFAST coFAST DR.SC

Version History

new 3.7 Mar 10, 2026
updated 3.7 ← 3.6 diff Dec 13, 2025
updated 3.6 ← 3.5 diff Oct 2, 2025
updated 3.5 ← 3.4 diff Mar 28, 2025
updated 3.4 ← 3.3 diff Mar 18, 2024
updated 3.3 ← 3.2 diff Aug 8, 2023
updated 3.2 ← 3.1 diff Apr 18, 2023
updated 3.1 ← 3.0 diff Feb 10, 2023
updated 3.0 ← 2.9 diff Nov 14, 2022
updated 2.9 ← 2.8 diff May 26, 2022
updated 2.8 ← 2.7 diff Apr 17, 2022
updated 2.7 ← 2.6 diff Feb 24, 2022
updated 2.6 ← 2.5 diff Feb 22, 2022
updated 2.5 ← 2.4 diff Feb 5, 2022
updated 2.4 ← 2.3 diff Jan 6, 2022
updated 2.3 ← 2.2 diff Nov 20, 2021
new 2.2 Nov 18, 2021