hansenlab/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.

Getting started

Package details

Bioconductor views BiologicalQuestion DimensionReduction ImmunoOncology RNASeq SingleCell Software Transcription Transcriptomics
Maintainer
LicenseGPL-3
Version1.3.6
URL https://github.com/hansenlab/tricycle
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("hansenlab/tricycle")
hansenlab/tricycle documentation built on March 19, 2022, 7:24 p.m.