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fastglmpca

Fast Algorithms for Generalized Principal Component Analysis

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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VersionRepositoryFileSize
0.1-108 rolling source/ R- fastglmpca_0.1-108.tar.gz 3.6 MiB
0.1-108 latest source/ R- fastglmpca_0.1-108.tar.gz 3.6 MiB
0.1-108 2026-04-23 source/ R- fastglmpca_0.1-108.tar.gz 3.6 MiB
0.1-108 2026-04-09 windows/windows R-4.5 fastglmpca_0.1-108.zip 4.4 MiB

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