fastglmpca
Fast Algorithms for Generalized Principal Component Analysis
Description
Implements fast, scalable optimization algorithms for fitting generalized principal components analysis (GLM-PCA) models, as described in "A Generalization of Principal Components Analysis to the Exponential Family" Collins M, Dasgupta S, Schapire RE (2002, ISBN:9780262271738), and subsequently "Feature Selection and Dimension Reduction for Single-Cell RNA-Seq Based on a Multinomial Model" Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) <doi:10.1186/s13059-019-1861-6>.
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CRAN Check Status
Show all 14 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-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 | NOTE |
| 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)
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 8.4Mb
sub-directories of 1Mb or more:
data 4.5Mb
doc 1.0Mb
libs 2.8Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 8.3Mb
sub-directories of 1Mb or more:
data 4.5Mb
doc 1.0Mb
libs 2.7Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
data 3.5Mb
doc 1.0Mb
libs 1.1Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 8.4Mb
sub-directories of 1Mb or more:
data 4.5Mb
doc 1.0Mb
libs 2.8Mb
installed package size
installed size is 8.3Mb
sub-directories of 1Mb or more:
data 4.5Mb
doc 1.0Mb
libs 2.7Mb
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
data 3.5Mb
doc 1.0Mb
libs 1.1Mb