Back to Multiple platform build/check report for BioC 3.21:   simplified   long
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This page was generated on 2025-08-21 11:39 -0400 (Thu, 21 Aug 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 (2025-06-13) -- "Great Square Root" 4824
merida1macOS 12.7.5 Montereyx86_644.5.1 RC (2025-06-05 r88288) -- "Great Square Root" 4604
kjohnson1macOS 13.6.6 Venturaarm644.5.1 Patched (2025-06-14 r88325) -- "Great Square Root" 4545
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4579
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 299/2341HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
celda 1.24.0  (landing page)
Joshua Campbell
Snapshot Date: 2025-08-18 13:40 -0400 (Mon, 18 Aug 2025)
git_url: https://git.bioconductor.org/packages/celda
git_branch: RELEASE_3_21
git_last_commit: 141d976
git_last_commit_date: 2025-04-15 11:46:22 -0400 (Tue, 15 Apr 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.5 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.6.6 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    WARNINGS  


CHECK results for celda on merida1

To the developers/maintainers of the celda package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/celda.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: celda
Version: 1.24.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:celda.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings celda_1.24.0.tar.gz
StartedAt: 2025-08-19 01:59:49 -0400 (Tue, 19 Aug 2025)
EndedAt: 2025-08-19 02:18:15 -0400 (Tue, 19 Aug 2025)
EllapsedTime: 1106.1 seconds
RetCode: 0
Status:   OK  
CheckDir: celda.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:celda.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings celda_1.24.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.21-bioc/meat/celda.Rcheck’
* using R version 4.5.1 RC (2025-06-05 r88288)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘celda/DESCRIPTION’ ... OK
* this is package ‘celda’ version ‘1.24.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... INFO
Imports includes 32 non-default packages.
Importing from so many packages makes the package vulnerable to any of
them becoming unavailable.  Move as many as possible to Suggests and
use conditionally.
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘celda’ can be installed ... OK
* used C compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
* used SDK: ‘MacOSX11.3.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... NOTE
.removeZeroVariance: no visible global function definition for
  ‘complete.cases’
.splitMetricIGpIGd: no visible global function definition for
  ‘model.matrix’
.splitMetricModF1: no visible global function definition for
  ‘model.matrix’
findMarkersTree: no visible global function definition for ‘Idents’
findMarkersTree: no visible global function definition for ‘RunUMAP’
findMarkersTree: no visible global function definition for ‘dendrapply’
plotDendro: no visible binding for global variable ‘xend’
plotDendro: no visible binding for global variable ‘y’
plotDendro: no visible binding for global variable ‘label’
plotMarkerHeatmap: no visible global function definition for ‘head’
plotMarkerHeatmap: no visible global function definition for ‘setNames’
Undefined global functions or variables:
  Idents RunUMAP complete.cases dendrapply head label model.matrix
  setNames xend y
Consider adding
  importFrom("stats", "complete.cases", "dendrapply", "model.matrix",
             "setNames")
  importFrom("utils", "head")
to your NAMESPACE file.
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... NOTE
Found the following Rd file(s) with Rd \link{} targets missing package
anchors:
  bestLogLikelihood.Rd: SingleCellExperiment-class, altExp
  celdaClusters.Rd: SingleCellExperiment-class, altExp
  celdaGridSearch.Rd: SingleCellExperiment-class, assay, altExp,
    metadata
  celdaHeatmap.Rd: assay, altExp
  celdaModel.Rd: altExp
  celdaModules.Rd: SingleCellExperiment-class, altExp
  celdaProbabilityMap.Rd: assay, altExp
  celdaTsne.Rd: SingleCellExperiment-class, assay, altExp, reducedDim
  celdaUmap.Rd: assay, altExp, reducedDim
  celda_C.Rd: assay, altExp, SingleCellExperiment-class, metadata,
    colData
  celda_CG.Rd: assay, altExp, SingleCellExperiment-class, metadata,
    colData, rowData
  celda_G.Rd: assay, altExp, SingleCellExperiment-class, metadata,
    rowData
  celdatosce.Rd: SingleCellExperiment-class, assay, altExp, metadata,
    colData, rowData
  clusterProbability.Rd: SingleCellExperiment-class, assay, altExp
  decontX.Rd: SingleCellExperiment-class, Matrix
  decontXcounts.Rd: SingleCellExperiment-class, assay, assay<-
  factorizeMatrix.Rd: SingleCellExperiment-class, assay, altExp
  featureModuleLookup.Rd: SingleCellExperiment-class, altExp
  featureModuleTable.Rd: SingleCellExperiment-class, assay, altExp
  geneSetEnrich.Rd: SingleCellExperiment-class, assay, altExp
  logLikelihood.Rd: SingleCellExperiment-class, assay, altExp
  logLikelihoodHistory.Rd: SingleCellExperiment-class, altExp
  moduleHeatmap.Rd: SingleCellExperiment-class, assay, altExp
  perplexity.Rd: SingleCellExperiment-class, assay, altExp
  plotCeldaViolin.Rd: SingleCellExperiment-class, assay, altExp
  plotDecontXContamination.Rd: SingleCellExperiment-class
  plotDecontXMarkerExpression.Rd: SingleCellExperiment-class
  plotDecontXMarkerPercentage.Rd: SingleCellExperiment-class
  plotDimReduceCluster.Rd: SingleCellExperiment-class, altExp
  plotDimReduceFeature.Rd: SingleCellExperiment-class, assay, altExp,
    scale_colour_gradient2
  plotDimReduceGrid.Rd: SingleCellExperiment-class, assay, altExp,
    scale_colour_gradient2
  plotDimReduceModule.Rd: SingleCellExperiment-class, assay, altExp,
    scale_colour_gradient
  plotGridSearchPerplexity.Rd: SingleCellExperiment-class, altExp,
    geom_jitter
  plotRPC.Rd: SingleCellExperiment-class, altExp, geom_jitter
  recodeClusterY.Rd: SingleCellExperiment-class, rowData, altExp
  recodeClusterZ.Rd: SingleCellExperiment-class, colData, altExp
  recursiveSplitCell.Rd: SingleCellExperiment-class, assay, altExp,
    metadata
  recursiveSplitModule.Rd: SingleCellExperiment-class, assay, altExp,
    metadata
  reorderCelda.Rd: SingleCellExperiment-class, assay, altExp
  reportceldaCG.Rd: SingleCellExperiment-class, altExp, assay
  resList.Rd: SingleCellExperiment-class, altExp
  resamplePerplexity.Rd: SingleCellExperiment-class, assay, altExp
  retrieveFeatureIndex.Rd: SummarizedExperiment-class,
    SingleCellExperiment-class
  runParams.Rd: SingleCellExperiment-class, altExp
  sampleLabel.Rd: SingleCellExperiment-class, altExp
  sceCeldaC.Rd: SingleCellExperiment-class
  sceCeldaCG.Rd: SingleCellExperiment-class
  sceCeldaCGGridSearch.Rd: SingleCellExperiment-class
  sceCeldaG.Rd: SingleCellExperiment-class
  selectBestModel.Rd: SingleCellExperiment-class, altExp, metadata
  selectFeatures.Rd: SingleCellExperiment-class, altExp, assay,
    metadata
  simulateCells.Rd: SingleCellExperiment-class, metadata, colData,
    rowData
  splitModule.Rd: SingleCellExperiment-class, assay, altExp, rowData
  subsetCeldaList.Rd: SingleCellExperiment-class, altExp, metadata
Please provide package anchors for all Rd \link{} targets not in the
package itself and the base packages.
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking LazyData ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                       user system elapsed
geneSetEnrich        70.020  0.665  94.486
plotDimReduceGrid    35.813  0.326  38.112
findMarkersTree      29.572  0.397  32.089
recursiveSplitCell   29.360  0.346  31.433
plotDendro           28.826  0.315  30.871
plotMarkerHeatmap    28.283  0.298  30.172
recursiveSplitModule 20.595  0.246  21.915
decontX              17.865  0.336  20.626
plotDimReduceModule  11.921  0.152  12.803
plotDimReduceFeature 10.137  0.130  10.958
moduleHeatmap        10.072  0.108  10.712
plotDimReduceCluster  9.641  0.102  10.360
celda_CG              9.003  0.207  10.261
sceCeldaCG            7.276  0.075   7.629
celda_G               6.738  0.133   7.839
celdaProbabilityMap   6.562  0.145   6.971
sceCeldaCGGridSearch  0.601  0.017  95.478
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 3 NOTEs
See
  ‘/Users/biocbuild/bbs-3.21-bioc/meat/celda.Rcheck/00check.log’
for details.


Installation output

celda.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL celda
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library’
* installing *source* package ‘celda’ ...
** this is package ‘celda’ version ‘1.24.0’
** using staged installation
** libs
using C compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using C++ compiler: ‘Apple clang version 14.0.0 (clang-1400.0.29.202)’
using SDK: ‘MacOSX11.3.sdk’
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c DecontX.cpp -o DecontX.o
DecontX.cpp:321:10: warning: variable 'x' set but not used [-Wunused-but-set-variable]
  double x;
         ^
1 warning generated.
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c cG_calcGibbsProbY.cpp -o cG_calcGibbsProbY.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c eigenMatMultInt.cpp -o eigenMatMultInt.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c matrixNorm.cpp -o matrixNorm.o
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c matrixSums.c -o matrixSums.o
clang++ -arch x86_64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include     -fPIC  -falign-functions=64 -Wall -g -O2   -c matrixSumsSparse.cpp -o matrixSumsSparse.o
clang -arch x86_64 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/RcppEigen/include' -I/opt/R/x86_64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c perplexity.c -o perplexity.o
clang++ -arch x86_64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/x86_64/lib -o celda.so DecontX.o RcppExports.o cG_calcGibbsProbY.o eigenMatMultInt.o matrixNorm.o matrixSums.o matrixSumsSparse.o perplexity.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/x86_64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library/00LOCK-celda/00new/celda/libs
** R
** data
*** moving datasets to lazyload DB
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (celda)

Tests output

celda.Rcheck/tests/testthat.Rout


R version 4.5.1 RC (2025-06-05 r88288) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> Sys.unsetenv("R_TESTS")
> library(testthat)
> test_check("celda")
Loading required package: celda
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: generics

Attaching package: 'generics'

The following objects are masked from 'package:base':

    as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
    setequal, union


Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, is.unsorted, lapply,
    mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
    rank, rbind, rownames, sapply, saveRDS, table, tapply, unique,
    unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

Loading required package: Matrix

Attaching package: 'Matrix'

The following object is masked from 'package:S4Vectors':

    expand


Attaching package: 'celda'

The following object is masked from 'package:S4Vectors':

    params

[ FAIL 0 | WARN 1 | SKIP 2 | PASS 101 ]

══ Skipped tests (2) ═══════════════════════════════════════════════════════════
• empty test (2): 'test-decon.R:27:1', 'test-decon.R:48:1'

[ FAIL 0 | WARN 1 | SKIP 2 | PASS 101 ]
> 
> proc.time()
   user  system elapsed 
104.241   2.298 134.085 

Example timings

celda.Rcheck/celda-Ex.timings

nameusersystemelapsed
appendCeldaList0.0090.0050.014
bestLogLikelihood0.2190.0090.236
celda0.0010.0000.002
celdaClusters0.1060.0200.127
celdaGridSearch0.0000.0010.001
celdaHeatmap1.1770.0231.217
celdaModel0.1600.0040.167
celdaModules0.1070.0060.114
celdaPerplexity-celdaList-method0.0040.0040.007
celdaPerplexity0.0030.0050.008
celdaProbabilityMap6.5620.1456.971
celdaTsne4.2940.0754.450
celdaUmap4.3500.0864.418
celda_C0.9560.0101.022
celda_CG 9.003 0.20710.261
celda_G6.7380.1337.839
celdatosce1.7010.0411.968
clusterProbability0.8520.0190.962
compareCountMatrix0.0130.0090.032
countChecksum-celdaList-method0.0040.0040.009
countChecksum0.0040.0050.010
decontX17.865 0.33620.626
distinctColors0.0010.0010.002
factorizeMatrix0.5470.0200.610
featureModuleLookup0.3810.0060.423
featureModuleTable0.5780.0110.668
findMarkersTree29.572 0.39732.089
geneSetEnrich70.020 0.66594.486
logLikelihood1.3360.0121.480
logLikelihoodHistory0.1200.0130.139
matrixNames0.0060.0120.019
moduleHeatmap10.072 0.10810.712
normalizeCounts0.0040.0030.007
params0.0030.0050.008
perplexity1.0530.0231.126
plotCeldaViolin1.6210.0271.719
plotDendro28.826 0.31530.871
plotDimReduceCluster 9.641 0.10210.360
plotDimReduceFeature10.137 0.13010.958
plotDimReduceGrid35.813 0.32638.112
plotDimReduceModule11.921 0.15212.803
plotGridSearchPerplexity1.6400.0201.754
plotHeatmap0.2800.0060.292
plotMarkerHeatmap28.283 0.29830.172
plotRPC1.3360.0171.405
recodeClusterY0.4530.0100.489
recodeClusterZ0.4220.0060.446
recursiveSplitCell29.360 0.34631.433
recursiveSplitModule20.595 0.24621.915
reorderCelda2.5440.0392.865
reportceldaCG0.0020.0050.007
resList0.0980.0080.107
resamplePerplexity1.4010.0221.497
retrieveFeatureIndex0.0040.0040.008
runParams0.1030.0110.120
sampleLabel0.1060.0320.142
sceCeldaC0.7210.0100.737
sceCeldaCG7.2760.0757.629
sceCeldaCGGridSearch 0.601 0.01795.478
sceCeldaG1.8720.0151.964
selectBestModel0.3950.0180.425
selectFeatures0.4590.0110.499
simulateCells0.4190.0040.436
simulateContamination0.0240.0010.028
splitModule0.4310.0060.461
subsetCeldaList0.7030.0200.769
topRank0.0030.0030.007