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fastglmpca

Fast Algorithms for Generalized Principal Component Analysis

v0.1-108 · Mar 13, 2025 · GPL (>= 2)

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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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-windows-x86_64

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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  8.4Mb
  sub-directories of 1Mb or more:
    data   4.5Mb
    doc    1.0Mb
    libs   2.8Mb
NOTE r-oldrel-macos-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  8.3Mb
  sub-directories of 1Mb or more:
    data   4.5Mb
    doc    1.0Mb
    libs   2.7Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.7Mb
  sub-directories of 1Mb or more:
    data   3.5Mb
    doc    1.0Mb
    libs   1.1Mb
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  8.4Mb
  sub-directories of 1Mb or more:
    data   4.5Mb
    doc    1.0Mb
    libs   2.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  8.3Mb
  sub-directories of 1Mb or more:
    data   4.5Mb
    doc    1.0Mb
    libs   2.7Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.7Mb
  sub-directories of 1Mb or more:
    data   3.5Mb
    doc    1.0Mb
    libs   1.1Mb

Dependency Network

Dependencies Reverse dependencies Matrix distr daarem Rcpp RcppParallel fastglmpca

Version History

new 0.1-108 Mar 9, 2026