fast_pca: Generates the specified number of PCs using RSpectra.
In califano-lab/PISCES: Protein Activity Inferecne in Single Cells
View source: R/reduction_funcs.R
fast_pca R Documentation
Generates the specified number of PCs using RSpectra.
Description
Generates the specified number of PCs using RSpectra.
Usage
fast_pca(dat.mat, num.pcs = 10)
Arguments
dat.mat
Matrix of data (features X samples).
num.pcs
Number of PCs to be generated. Default of 10.
Value
A list, with with pca matrix (x), a vector of feature sds (sdev), and the rotation matrix (rotation).
califano-lab/PISCES documentation built on Jan. 11, 2023, 5:34 a.m.
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View source: R/reduction_funcs.R
| fast_pca | R Documentation |
Generates the specified number of PCs using RSpectra.
Description
Generates the specified number of PCs using RSpectra.
Usage
fast_pca(dat.mat, num.pcs = 10)
Arguments
dat.mat |
Matrix of data (features X samples). |
num.pcs |
Number of PCs to be generated. Default of 10. |
Value
A list, with with pca matrix (x), a vector of feature sds (sdev), and the rotation matrix (rotation).
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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