Package: scGraphVerse 1.3.0

scGraphVerse: scGraphVerse: A Gene Network Analysis Package
A package for inferring, comparing, and visualizing gene networks from single-cell RNA sequencing data. It integrates multiple methods (GENIE3, GRNBoost2, ZILGM, PCzinb, and JRF) for robust network inference, supports consensus building across methods or datasets, and provides tools for evaluating regulatory structure and community similarity. GRNBoost2 requires Python package 'arboreto' which can be installed using init_py(install_missing = TRUE). This package includes adapted functions from ZILGM (Park et al., 2021), JRF (Petralia et al., 2015), and learn2count (Nguyen et al. 2023) packages with proper attribution under GPL-2 license.
Authors:
scGraphVerse_1.3.0.tar.gz
scGraphVerse_1.3.0.zip(r-4.7)scGraphVerse_1.3.0.zip(r-4.6)scGraphVerse_1.3.0.zip(r-4.5)
scGraphVerse_1.3.0.tgz(r-4.6-x86_64)scGraphVerse_1.3.0.tgz(r-4.6-arm64)scGraphVerse_1.3.0.tgz(r-4.5-x86_64)scGraphVerse_1.3.0.tgz(r-4.5-arm64)
scGraphVerse_1.3.0.tar.gz(r-4.7-arm64)scGraphVerse_1.3.0.tar.gz(r-4.7-x86_64)scGraphVerse_1.3.0.tar.gz(r-4.6-arm64)scGraphVerse_1.3.0.tar.gz(r-4.6-x86_64)
scGraphVerse_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
scGraphVerse/json (API)
NEWS
| # Install 'scGraphVerse' in R: |
| install.packages('scGraphVerse', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ngsfc/scgraphverse/issues
Pkgdown/docs site:https://ngsfc.github.io
- toy_adj_matrix - Toy adjacency matrix for examples
- toy_counts - Toy MultiAssayExperiment for Network Inference
On BioConductor:scGraphVerse-1.3.0(bioc 3.24)scGraphVerse-1.2.0(bioc 3.23)
generegulationnetworkinferencesinglecellrnaseqvisualizationsoftwaregraphandnetworkgenesetenrichmentnetworkenrichmentpathwayssequencingreactomenetworkkegg
Last updated from:9153b37355. Checks:9 NOTE, 2 OK, 3 ERROR. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 444 | ||
| linux-devel-arm64 | NOTE | 941 | ||
| linux-devel-x86_64 | NOTE | 1103 | ||
| source / vignettes | OK | 846 | ||
| linux-release-arm64 | NOTE | 981 | ||
| linux-release-x86_64 | NOTE | 1154 | ||
| macos-release-arm64 | NOTE | 716 | ||
| macos-release-x86_64 | NOTE | 1148 | ||
| macos-oldrel-arm64 | NOTE | 768 | ||
| macos-oldrel-x86_64 | NOTE | 1144 | ||
| windows-devel | ERROR | 2058 | ||
| windows-release | ERROR | 1666 | ||
| windows-oldrel | ERROR | 2088 | ||
| wasm-release | OK | 410 |
Exports:build_network_seclassify_edgescommunity_pathcommunity_similaritycompare_consensuscompute_community_metricscompute_topology_metricscreate_consensuscreate_maecutoff_adjacencydownload_Atlasearlyjedge_mininggenerate_adjacencyinfer_networksinit_pyPCzinbplot_community_comparisonplot_network_comparisonplotgplotROCpscoresselgenestringdb_adjacencysymmetrizezinb_simdata
Dependencies:abindaskpassBHBiobaseBiocBaseUtilsBiocGenericsBiocParallelbstclicodetoolscpp11curlDelayedArraydigestdistributions3doParalleldoRNGdplyrfarverforeachformatRfutile.loggerfutile.optionsgbmgenericsGENIE3GenomicRangesggplot2glmnetgluegraphgtableherehttrigraphIRangesisobanditeratorsjsonlitelabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmimempathMultiAssayExperimentnumDerivopensslpillarpkgconfigplyrpngpsclpurrrR6rappdirsRColorBrewerRcppRcppEigenRcppTOMLreshape2reticulaterlangrngtoolsrpartrprojrootS4ArraysS4VectorsS7scalesSeqinfoshapeSingleCellExperimentsnowSparseArraystringistringrSummarizedExperimentsurvivalsystibbletidyrtidyselectutf8vctrsviridisLiteWeightSVMwithrXVector
scGraphVerse Case Study: B-cell GRN Reconstruction
Rendered fromcase_study.Rmdusingknitr::rmarkdownon May 30 2026.Last update: 2025-10-12
Started: 2025-05-05
scGraphVerse Case Study: Zero-Inflated Simulation and GRN Inference
Rendered fromsimulation_study.Rmdusingknitr::rmarkdownon May 30 2026.Last update: 2025-10-12
Started: 2025-05-05
