Package: lute 1.3.0
lute: Framework for cell size scale factor normalized bulk transcriptomics deconvolution experiments
Provides a framework for adjustment on cell type size when performing bulk transcripomics deconvolution. The main framework function provides a means of reference normalization using cell size scale factors. It allows for marker selection and deconvolution using non-negative least squares (NNLS) by default. The framework is extensible for other marker selection and deconvolution algorithms, and users may reuse the generics, methods, and classes for these when developing new algorithms.
Authors:
lute_1.3.0.tar.gz
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lute.pdf |lute.html✨
lute/json (API)
NEWS
# Install 'lute' in R: |
install.packages('lute', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/metamaden/lute/issues
On BioConductor:lute-1.3.0(bioc 3.21)lute-1.2.0(bioc 3.20)
rnaseqsequencingsinglecellcoveragetranscriptomicsnormalization
Last updated 26 days agofrom:449b0aa536. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 24 2024 |
R-4.5-win | NOTE | Nov 24 2024 |
R-4.5-linux | NOTE | Nov 24 2024 |
R-4.4-win | NOTE | Nov 24 2024 |
R-4.4-mac | NOTE | Nov 24 2024 |
R-4.3-win | NOTE | Nov 24 2024 |
R-4.3-mac | NOTE | Nov 24 2024 |
Exports:bisqueParamcellProportionsPredictionsdeconvolutioneset_to_sceeset_to_sefindmarkersParamget_celltypes_from_sceget_csf_referenceget_eset_from_matrixgetDeconvolutionExampleDatagetDeconvolutionExampleDataBisquegetDeconvolutionExampleDataSCDCindependentbulkParamluteluteSupportedDeconvolutionAlgorithmsnew_workflow_tablennlsParamparseDeconvolutionPredictionsResultsproportionsVectorsListrandomMarkersVectorsListrandomSingleCellExperimentreferencebasedParamreferenceFromSingleCellExperimentrmsermseTestsce_to_esetsce_to_sese_to_esetse_to_sceshowtypemarkerstypemarkersParamypb_from_scez_matrix_from_sce
Dependencies:abindaskpassassortheadbeachmatBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularblustercliclustercodetoolscolorspacecpp11crayoncurlDelayedArraydplyrdqrngedgeRfansifarverformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2gluegtablehttrigraphIRangesirlbaisobandjsonlitelabelinglambda.rlatticelifecyclelimmalocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmetapodmgcvmimemunsellnlmeopensslpillarpkgconfigR6RColorBrewerRcpprlangrsvdS4ArraysS4VectorsScaledMatrixscalesscranscuttleSingleCellExperimentsitmosnowSparseArraystatmodSummarizedExperimentsystibbletidyselectUCSC.utilsutf8vctrsviridisLitewithrXVectorzlibbioc
lute algorithm class definitions and uses
Rendered fromlute_algorithm_classes.Rmd
usingknitr::rmarkdown
on Nov 24 2024.Last update: 2024-07-03
Started: 2024-01-25
Pseudobulk cell size rescaling example
Rendered fromlute_pseudobulk_example.Rmd
usingknitr::rmarkdown
on Nov 24 2024.Last update: 2024-03-19
Started: 2023-10-17
The lute user's guide
Rendered fromlute_users_guide.Rmd
usingknitr::rmarkdown
on Nov 24 2024.Last update: 2024-07-03
Started: 2023-03-28