
BIOCONDUCTOR . ORG {
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Title:
Bioconductor - tricycle
Description:
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.
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Keywords {π}
bioconductor, package, cell, cycle, packages, tricycle, version, release, source, functions, zheng, enter, install, reports, binary, learn, developers, started, software, transferable, representation, inference, infer, visualize, single, rnaseq, data, transfer, learning, space, time, build, reference, shijie, installation, start, documentation, system, details, bioc, stats, url, macos, tricycletgz, repository, git, clone, code, registration, open,
Topics {βοΈ}
org/packages/tricycle source repository /hansenlab/tricycle bug reports joint galaxy/bioconductor conference bioconductor release tgz source repository source package release cell cycle position build //code bioconductor support site /hansenlab/tricycle/issues stein-o'brien gz windows binary zip macos binary tgz macos binary shijie zheng [aut package installed git clone https script reference manual details biocviews utils system requirements cell cycle packages started install package bioconductor //bioconductor zheng sc org registration open transferable representation transfer learning cre] maintainer augustin jj carosso ga bjornsson ht goff la hansen kd οΏ½universal prediction οΏ½ genome biology quietly = true older versions pdf news gpl-3 depends singlecellexperiment imports developer access released version devel version transcriptomics version
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