skIncrPartialPCA: use basilisk discipline to perform partial (n_components)...
In BiocSklearn: interface to python sklearn via Rstudio reticulate
Description
Usage
Arguments
Note
Examples
Description
use basilisk discipline to perform partial (n_components) incremental (chunk.size) PCA with scikit.decomposition
Usage
1
skIncrPartialPCA(mat, n_components, chunk.size = 10)
Arguments
mat
a matrix
n_components
integer(1) number of PCs to compute
chunk.size
integer(1) number of rows to use each step
Note
A good source for capabilities and examples is at the sklearn doc site.
Examples
1
2
3
lk = skIncrPartialPCA(iris[,1:4], n_components=3L)
lk
head(getTransformed(lk))
BiocSklearn documentation built on Nov. 8, 2020, 7:52 p.m.
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Description Usage Arguments Note Examples
Description
use basilisk discipline to perform partial (n_components) incremental (chunk.size) PCA with scikit.decomposition
Usage
1 | skIncrPartialPCA(mat, n_components, chunk.size = 10)
|
Arguments
mat |
a matrix |
n_components |
integer(1) number of PCs to compute |
chunk.size |
integer(1) number of rows to use each step |
Note
A good source for capabilities and examples is at the sklearn doc site.
Examples
1 2 3 | lk = skIncrPartialPCA(iris[,1:4], n_components=3L)
lk
head(getTransformed(lk))
|
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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