Package: spoon 1.3.1

Kinnary Shah

spoon: Address the Mean-variance Relationship in Spatial Transcriptomics Data

This package addresses the mean-variance relationship in spatially resolved transcriptomics data. Precision weights are generated for individual observations using Empirical Bayes techniques. These weights are used to rescale the data and covariates, which are then used as input in spatially variable gene detection tools.

Authors:Kinnary Shah [aut, cre], Boyi Guo [aut], Stephanie C. Hicks [aut]

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spoon.pdf |spoon.html
spoon/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/kinnaryshah/spoon/issues

On BioConductor:spoon-1.3.0(bioc 3.21)spoon-1.2.0(bioc 3.20)

spatialsinglecelltranscriptomicsgeneexpressionpreprocessing

5.10 score 18 scripts 138 downloads 2 exports 82 dependencies

Last updated 5 days agofrom:3132965748. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 19 2024
R-4.5-winNOTENov 19 2024
R-4.5-linuxNOTENov 19 2024
R-4.4-winNOTENov 19 2024
R-4.4-macNOTENov 19 2024
R-4.3-winOKOct 01 2024
R-4.3-macOKOct 01 2024

Exports:generate_weightsweighted_nnSVG

Dependencies:abindaskpassassortheadbeachmatBHBiobaseBiocFileCacheBiocGenericsBiocParallelbitbit64blobBRISCcachemclicodetoolscpp11crayoncurlDBIdbplyrDelayedArraydplyrfansifastmapfilelockformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesgluehttrIRangesjsonlitelambda.rlatticelifecyclemagickmagrittrMatrixMatrixGenericsmatrixStatsmemoisemimennSVGopensslpbapplypillarpkgconfigplogrpurrrR6RANNRcppRcppArmadillordistrjsonrlangRSQLiteS4ArraysS4VectorsscuttleSingleCellExperimentsnowSparseArraySpatialExperimentstringistringrSummarizedExperimentsystibbletidyrtidyselectUCSC.utilsutf8vctrswithrXVectorzlibbioc

spoon Tutorial

Rendered fromspoon.Rmdusingknitr::rmarkdownon Nov 19 2024.

Last update: 2024-11-01
Started: 2024-01-22

Readme and manuals

Help Manual

Help pageTopics
Generate weightsgenerate_weights
Weighted nnSVGweighted_nnSVG