Man pages for connorhknight/IBRAP
Integrated Benchmarking scRNA-seq Analytical Pipeline (IBRAP)

add.cell.cycleScores cell cycle phases
add.feature.scoreProvides scores for a given vector of features
as.csc.matrixconverts to sparse matrix
as_list_methodsMethod override for as.list function regarding methods S4...
as_matrixconverts to matrix
as_matrix_transposeconverts to transposed matrix
benchmark.clusteringBenchmarks the cluster assignments
benchmark.integrationBenchmarks the cluster assignmentws
cell_metadataGenerates cell-level metadata
createIBRAPobjectCreate an IBRAP class object
df_to_dgCMatrixconverts to dgCMatrix
dimMethod override for dim function
dollarMethod override for ”$” subset function regarding IBRAP S4...
feature_metadataGenerates feature level metadata
filter_IBRAPFilters object according to cell metadata
find_percentage_genesCalculates the fraction of counts from genes matching a...
IBRAP-objectS4 class object that contains method-assays
integrate.cluster.benchmarking.resultsIntegrates all cluster benchmarking into a single dataframe
isUniqueAre vector items unique
mergeMethod override for merge function regarding IBRAP S4 objects
methods-objectAn S4 class object of method-assays
ncolMethod override for ncol function
nrowMethod override for nrow function
perform.bbknnPerforms BBKNN integration
perform.celltalkerInfers cell-to-cell communications.
perform.decontXR package: celda, decontX function
perform.diffexpPerform differential expression
perform.diffexp.allPerform differential expression one cluster vs all
perform.diffusion.mapDiffusion maps
perform.GO.enrichmentGene Ontology enrichment
perform.graph.clusterPerforms graph-based clustering
perform.graph.subclusteringSeurat subclustering
perform.gseaReturnas gene set enrichment scores for indivdiual cells
perform.harmonyPerforms Harmony integration
perform.lvishPerforms LargeVis reduction
perform.nnFinds the shared nearest neighbourhood for the cells. This...
perform.pcaPerforms PCA reduction
perform.reduction.kmeansPerforms Kmeans/PAM clustering on a reduction
perform.sc3.reduction.clusterPerforms SC3 clustering on reduced embeddings
perform.sc3.slot.clusterPerforms SC3 clustering on matrix slot
perform.scanoramaPerforms Scanorama integration
perform.scanpyPerforms Scanpy normalisation, hvg selection, scaling and...
perform.scranPerforms Scran normalisation, hvg selection, scaling and...
perform.scrubletPython module: scrublet
perform.sctPerforms SCTransform
perform.sctypePerforms sctype
perform.seurat.ccaPerforms Seurat Integration
perform.singleR.annotationPerforms automated cell annotation on query datasets using...
perform.slingshot.trajectoryPerforms Slingshot trajectory inference
perform.tpmPerforms TPM normalisation
perform.tsnePerforms t-SNE reduction
perform.umapPerforms UMAP reduction
plot.dot.plotPlots a dot plot of gene expression
plot.featuresPlot of reduced dimensions and features
plot.GO.outputPlot GO enrichment output
plot.QC.scatterPlots two QC metrices in scatter format
plot.QC.vlnPlots a given QC metric
plot.reduced.dimPlot of reduced dimensions and labels
plot.reduced.dim.interactiveInteractive plot of reduced dimensions and labels
plot.slingshotPlots slingshot results
plot.variancePlot reduction explained variance
plot.vlnPlot of violin plot of defined features
prepare.for.dittoSeqCreate a SCE object to use for creating plots in dittoSeq
prepare.reticulateInstalls or identifies if python modules are installed
Read10X_outputProduce counts matrix from CellRanger output
remove.hvgsRemove highly variable genes
replaceResultsShows the contents in your IBRAP object
rownamesMethod override for rownames function
run.IBRAP.rshinyRshiny application initiator
showObjectContentsShows the contents in your IBRAP object
splitIBRAPSplit the IBRAP object up
sub-IBRAP-ANY-ANY-ANY-methodMethod override for ”[” subset function regarding IBRAP S4...
connorhknight/IBRAP documentation built on March 9, 2023, 7:01 p.m.