kmeanspp_init

Determine initial centers for the kmeans++ algorithm

internal

Implementation of the scregclust algorithm
described in Larsson, Held, et al. (2024) <doi:10.1038/s41467-024-53954-3>
which reconstructs regulatory programs of target genes in scRNA-seq data.
Target genes are clustered into modules and each module is associated with a linear
model describing the regulatory program.

Felix Held

scregclust

Reconstructing the Regulatory Programs of Target Genes in
scRNA-Seq Data

Ida Larsson

Sven Nelander

André Armatowski

kmeanspp_init function

<dl><dt>x</dt>
<dd>data matrix to be clustered</dd>
<dt>dm</dt>
<dd>distance matrix (between rows of x; of class "dist")</dd></dl>

Arguments

Determine initial centers for the kmeans++ algorithm — kmeanspp_init

<dl>

<dt>x</dt>
<dd>data matrix to be clustered</dd>


<dt>dm</dt>
<dd>distance matrix (between rows of x; of class "dist")</dd>

</dl>

kmeanspp_init: Determine initial centers for the kmeans++ algorithm

Description

Usage

Value

Arguments