<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Gene Expression Decomposition and Integration</dc:title>
  <dc:title>R package gedi2 version 2.3.4</dc:title>
  <dc:description>A memory-efficient implementation for integrating gene expression data
    from single-cell RNA sequencing experiments. Uses a C++ backend with
    thin R wrappers to enable analysis of large-scale single-cell datasets. The
    package supports multiple data modalities including count matrices, paired
    data (splicing, RNA velocity, CITE-seq), and binary indicators. It implements
    a latent variable model with block coordinate descent optimization for
    dimensionality reduction and batch effect correction. Core algorithms are described in Madrigal et al. (2024) &lt;doi:10.1038/s41467-024-50963-0&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.0), R6 (&gt;= 2.5.0), Matrix (&gt;= 1.3.0), ggplot2,
scales, methods, stats, utils</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppEigen</dc:relation>
  <dc:relation>Suggests: hdf5r, uwot, digest, glmnet, Seurat, SeuratObject,
SingleCellExperiment, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Arsham Mikaeili Namini &lt;arsham.mikaeilinamini@mail.mcgill.ca&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Arsham Mikaeili Namini [aut, cre],
  Hamed S.Najafabadi [aut]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=gedi2/LICENSE)</dc:rights>
  <dc:date>2026-05-19</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=gedi2</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.gedi2</dc:identifier>
</oai_dc:dc>
