CheckBrewerPal | Check pal in brewer |
CheckDuplicate | Check Function |
CheckFeatures | Check Feature Duplicate and Not In Data |
color2RGB | convert a color name to RGB character |
ConvertHomoGene | convert genes symbols between organisms |
dropColors | drop unused colors |
exportUMIByBatch | export UMI to each file by each Batch |
InferScaleFactor | Infer the scale factor used for normalization |
inferUMI | Infer UMI from scale-factor-normalized data |
IsNULLorNA | check NULL or NA |
list2df | convert a list of vectors with different lenght to data.frame |
Message | format a text message |
pl_averageHeatmap | Heatmap of average expression of select features |
pl_dimplot | Dimensional reduction plot |
pl_dotplot | Use dotplot/bubbleplot to visualize average/median and... |
pl_heatmap | plot heatmap using pheatmap |
pl_rastrFeaturePlot | rastr version of partial FeaturePlot |
pl_scatterplot | plot x-y scatters |
pl_segmentPlot | Plot the expression of one gene using bar/vline, or so called... |
pl_slingshot | DimPlot and Slingshot curves |
pl_splitDimplot | plot multiple DimPlot for each batch |
pl_stackedViolinPlot | stacked Violin Plots in one plot |
pl_tableHeatmap | Heatmap of a 2D-table |
pl_vioboxplot | Voinlin and Boxplot in one plot |
pp_annotateHashtagSeurat | Annotate seurat data derived by pp_hashtagDemultiplex... |
pp_centerData | Scale data in each group |
pp_fastMNN | A wrapper function to quickly run fastMNN using... |
pp_findVariableFeatures | Find variable features across batches |
pp_hashtagDemultiplex | render rmarkdown file for de-multiplex hash-tag data of... |
pp_preprocess | A wrapper function to quickly run standard processing... |
pp_runHarmony | A Wrapper of harmony::RunHarmony |
pp_seuratV3Integration | A wrapper function to quickly run fastMNN using... |
readRda | load saved RData |
RobustRescale | similar to scales::rescale but use quantile 95 |
rowSmooth | smooth each row of matrix |
scanpy_colors | discrete colors imported from scanpy.pl.palettes |
SetDefaultAes | update data.frame with new name added |
setSummary | set calculations |
SignCorrectionByCor | Correct sign by correlation |
str_to_char | convert string into a vector of each char |
str_to_gene | convert string vector to list/vector of genes |
SubsetDataAndGroup | Subset Data and Group |
SummariseDataByGroup | calculate average/median and percentage expression of... |
SummariseExpr | Do summarise (e.g. mean) for a given vector |
tl_calcFeatureScore | calculate average/median rescale expression of features (eg.... |
tl_calcSimilarity | calculate inter-similarity or intra-similarity of clusters |
tl_crossTableEnrichment | statistics of cross table |
tl_GeneSetScore | Gene Set Scores |
tl_PairwiseDEGs | clac DEGs among multiple groups |
tl_RunPCAScore | a robust PCA for Seurat |
tl_RunSlingshot | a wrapper of slingshot |
umi2tpm | normalize UMI matrix to TPM |
vectorSmooth | smooth a vector |
write_clip | Write clipboard |
write_dataToJavaGSEA | write GSEA files |
write_genesToMeatascape | a helper function to write files for metascape analysis. |
write_seuratToScenic | write SCENIC data for in-house scenic-pureR |
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