Package: tricycle 1.21.0

Shijie Zheng

tricycle: tricycle: Transferable Representation and Inference of cell cycle

The package contains functions to infer and visualize cell cycle process using Single Cell RNASeq data. It exploits the idea of transfer learning, projecting new data to the previous learned biologically interpretable space. We provide a pre-learned cell cycle space, which could be used to infer cell cycle time of human and mouse single cell samples. In addition, we also offer functions to visualize cell cycle time on different embeddings and functions to build new reference.

Authors:Shijie Zheng [aut, cre]

tricycle_1.21.0.tar.gz
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manual.pdf |manual.html
card.svg |card.png
tricycle/json (API)
NEWS

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

Bug tracker:https://github.com/hansenlab/tricycle/issues

Datasets:

On BioConductor:tricycle-1.21.0(bioc 3.24)tricycle-1.20.0(bioc 3.23)

singlecellsoftwaretranscriptomicsrnaseqtranscriptionbiologicalquestiondimensionreductionimmunooncology

6.96 score 30 stars 67 scripts 766 downloads 9 exports 109 dependencies

Last updated from:f0213737dd. Checks:1 NOTE, 7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksNOTE262
linux-devel-x86_64WARNING468
source / vignettesOK318
linux-release-x86_64WARNING432
macos-release-arm64WARNING230
macos-oldrel-arm64WARNING255
windows-develWARNING322
windows-releaseWARNING375
windows-oldrelWARNING334
wasm-releaseOK220

Exports:circle_scale_legenddiagnose_totalumiestimate_cycle_positionestimate_Schwabe_stagefit_periodic_loessplot_ccposition_denplot_emb_circle_scaleproject_cycle_spacerun_pca_cc_genes

Dependencies:abindAnnotationDbiaskpassassortheadbase64encbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularBiostringsbitbit64blobbootcachemCairocircularclicodetoolscpp11crayoncurlDBIDelayedArraydplyrdqrngfarverfastmapFNNformatRfutile.loggerfutile.optionsgenericsGenomicRangesggbeeswarmggnewscaleggplot2ggrastrggrepelgluegridExtragtablehttrIRangesirlbaisobandjsonliteKEGGRESTlabelinglambda.rlatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatsmemoisemimemvtnormopensslpheatmappillarpkgconfigpngR6raggRColorBrewerRcppRcppAnnoyRcppEigenRcppMLRcppProgressrlangRSpectraRSQLitersvdRtsneS4ArraysS4VectorsS7ScaledMatrixscalesscaterscattermorescuttleSeqinfoSingleCellExperimentsitmosnowSparseArraystringiSummarizedExperimentsyssystemfontstextshapingtibbletidyselectutf8uwotvctrsviporviridisviridisLitewithrXVector

tricycle: Transferable Representation and Inference of Cell Cycle

Rendered fromtricycle.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2022-02-09
Started: 2021-02-23