groupICA

Independent Component Analysis for Grouped Data

CRAN Package

Contains an implementation of an independent component analysis (ICA) for grouped data. The main function groupICA() performs a blind source separation, by maximizing an independence across sources and allows to adjust for varying confounding for user-specified groups. Additionally, the package contains the function uwedge() which can be used to approximately jointly diagonalize a list of matrices. For more details see the project website https://sweichwald.de/groupICA/.

  • Version0.1.1
  • R versionunknown
  • LicenseAGPL-3
  • Needs compilation?No
  • Last release06/19/2018

Team


Insights

Last 30 days

This package has been downloaded 188 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
5 downloadsMar 19, 2025
11 downloadsMar 20, 2025
6 downloadsMar 21, 2025
5 downloadsMar 22, 2025
7 downloadsMar 23, 2025
6 downloadsMar 24, 2025
2 downloadsMar 25, 2025
1 downloadsMar 26, 2025
4 downloadsMar 27, 2025
2 downloadsMar 28, 2025
12 downloadsMar 29, 2025
6 downloadsMar 30, 2025
1 downloadsMar 31, 2025
5 downloadsApr 1, 2025
17 downloadsApr 2, 2025
0 downloadsApr 3, 2025
2 downloadsApr 4, 2025
3 downloadsApr 5, 2025
7 downloadsApr 6, 2025
13 downloadsApr 7, 2025
6 downloadsApr 8, 2025
6 downloadsApr 9, 2025
0 downloadsApr 10, 2025
9 downloadsApr 11, 2025
19 downloadsApr 12, 2025
9 downloadsApr 13, 2025
9 downloadsApr 14, 2025
6 downloadsApr 15, 2025
4 downloadsApr 16, 2025
5 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
0
19

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,855 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 28 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports1 package
  • Reverse Imports1 package