Package: CBN2Path 1.2.0

William Choi-Kim

CBN2Path: CBN2Path: an R/Bioconductor package for the analysis of cancer progression pathways using Conjunctive Bayesian Networks

CBN2Path package provides a unifying interface to facilitate CBN-based quantification, analysis and visualization of cancer progression pathways.

Authors:William Choi-Kim [aut, cre], Sayed-Rzgar Hosseini [aut, cre]

CBN2Path_1.2.0.tar.gz
CBN2Path_1.2.0.tgz(r-4.6-x86_64)CBN2Path_1.2.0.tgz(r-4.6-arm64)CBN2Path_1.2.0.tgz(r-4.5-x86_64)CBN2Path_1.2.0.tgz(r-4.5-arm64)
CBN2Path_1.2.0.tar.gz(r-4.7-arm64)CBN2Path_1.2.0.tar.gz(r-4.7-x86_64)CBN2Path_1.2.0.tar.gz(r-4.6-arm64)CBN2Path_1.2.0.tar.gz(r-4.6-x86_64)
CBN2Path_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
CBN2Path/json (API)

# Install 'CBN2Path' in R:
install.packages('CBN2Path', repos = c('https://bioc-release.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rockwillck/cbn2path/issues

Uses libs:
  • gsl– GNU Scientific Library (GSL)

On BioConductor:CBN2Path-1.3.0(bioc 3.24)CBN2Path-1.2.0(bioc 3.23)

softwarestatisticalmethodgraphandnetworkbayesianpathwaysgsl

3.60 score 2 scripts 264 downloads 40 exports 121 dependencies

Last updated from:5c11e25c9f (on RELEASE_3_23). Checks:2 ERROR, 13 WARNING, 1 OK. Indexed: no.

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wasm-releaseOK163

Exports:base2Indexingbase2IndVecbcbnctcbnctcbnSingleedgeMarginalizedgenerateDatagenerateMatrixGenotypesgenerateTCGAMatrixgenotypeFeasibilitygenotypeMatrixMutatorgetExamplesgetRawTCGADatahcbnhcbnSinglejensenShannonDivergencepathEdgeMapperpathNormalizationpathProbCBNpathProbQuartetBCBNpathProbQuartetCTCBNpathProbQuartetHCBNpathProbQuartetRCBNpathProbSSWMpathwayCompatibilityQuartetpathwayFeasibilitypathwayGenotypeCompatibilitypathwayWeightingRCBNpermutationsposetWeightingRCBNpredictabilityreadLambdareadPatternreadPosetreadTimeSpocktransitiveClosurevisualizeCBNModelvisualizeFitnessLandscapevisualizeProbabilities

Dependencies:abindAnnotationDbiaskpassbase64encBHBiobaseBiocFileCacheBiocGenericsBiocParallelbiomaRtBiostringsbitbit64blobcachemclicliprcodacodetoolscowplotcpp11crayoncurldata.tableDBIdbplyrDelayedArraydigestdownloaderdplyrevaluatefarverfastmapfilelockformatRfutile.loggerfutile.optionsgenericsGenomicRangesggforceggplot2ggraphggrepelgluegraphlayoutsgridExtragtablehighrhmshttrhttr2igraphIRangesisobandjsonliteKEGGRESTknitrlabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmemoisemimeopensslpatchworkpillarpkgconfigplyrpngpolyclipprettyunitsprogresspurrrR.methodsS3R.ooR.utilsR6RColorBrewerRcppRcppArmadilloreadrrlangRSQLitervestS4ArraysS4VectorsS7scalesselectrSeqinfosnowSparseArraystringistringrSummarizedExperimentsyssystemfontsTCGAbiolinksTCGAbiolinksGUI.datatibbletidygraphtidyrtidyselecttweenrtzdbutf8vctrsviridisviridisLitevroomwithrxfunXMLxml2XVectoryaml

Readme and manuals

Help Manual

Help pageTopics
base2Indexingbase2Indexing
base2IndVecbase2IndVec
B-CBNbcbn
CT-CBNctcbn
CT-CBN Single BatchctcbnSingle
edgeMarginalizededgeMarginalized
Generate DatagenerateData
generateMatrixGenotypesgenerateMatrixGenotypes
Generate TCGA Genotype MatrixgenerateTCGAMatrix
genotypeFeasibilitygenotypeFeasibility
genotypeMatrixMutatorgenotypeMatrixMutator
Get paths to examplesgetExamples
Get Raw TCGA DatagetRawTCGAData
H-CBNhcbn
H-CBN Single BatchhcbnSingle
jensenShannonDivergencejensenShannonDivergence
pathEdgeMapperpathEdgeMapper
pathNormalizationpathNormalization
pathProbCBN: quantifies pathway probabilities using the output of CT-CBN or H-CBNpathProbCBN
pathProbQuartetBCBNpathProbQuartetBCBN
pathProbQuartetCTCBNpathProbQuartetCTCBN
pathProbQuartetHCBNpathProbQuartetHCBN
pathProbQuartetRCBNpathProbQuartetRCBN
pathProbSSWMpathProbSSWM
pathwayCompatibilityQuartetpathwayCompatibilityQuartet
pathwayFeasibilitypathwayFeasibility
pathwayGenotypeCompatibilitypathwayGenotypeCompatibility
pathwayWeightingRCBNpathwayWeightingRCBN
permutationspermutations
posetWeightingRCBNposetWeightingRCBN
predictabilitypredictability
Read a .lambda filereadLambda
Read a .pat filereadPattern
Read a .poset filereadPoset
Read a .time filereadTime
Poset and pattern/lambda dataSpock
Transitive ClosuretransitiveClosure
Visualize CBN ModelvisualizeCBNModel
Visualize Fitness LandscapevisualizeFitnessLandscape
Visualize Pathway ProbabilitiesvisualizeProbabilities