glmpca

Dimension Reduction of Non-Normally Distributed Data

CRAN Package

Implements a generalized version of principal components analysis (GLM-PCA) for dimension reduction of non-normally distributed data such as counts or binary matrices. Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) doi:10.1186/s13059-019-1861-6. Townes FW (2019) doi:10.48550/arXiv.1907.02647.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 805 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 65 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
27 downloadsMar 4, 2025
33 downloadsMar 5, 2025
39 downloadsMar 6, 2025
37 downloadsMar 7, 2025
10 downloadsMar 8, 2025
15 downloadsMar 9, 2025
21 downloadsMar 10, 2025
44 downloadsMar 11, 2025
26 downloadsMar 12, 2025
59 downloadsMar 13, 2025
22 downloadsMar 14, 2025
17 downloadsMar 15, 2025
8 downloadsMar 16, 2025
39 downloadsMar 17, 2025
31 downloadsMar 18, 2025
21 downloadsMar 19, 2025
21 downloadsMar 20, 2025
18 downloadsMar 21, 2025
9 downloadsMar 22, 2025
19 downloadsMar 23, 2025
15 downloadsMar 24, 2025
37 downloadsMar 25, 2025
31 downloadsMar 26, 2025
25 downloadsMar 27, 2025
32 downloadsMar 28, 2025
12 downloadsMar 29, 2025
20 downloadsMar 30, 2025
30 downloadsMar 31, 2025
22 downloadsApr 1, 2025
65 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
8
65

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 8,540 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Nov 25, 2024 with 125 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
  • Suggests7 packages
  • Reverse Imports2 packages