CRAN/E | scTEP

scTEP

Single-Cell Trajectory Inference using Ensemble Pseudotimes

Installation

About

A single-cell trajectory inference method using 'Autoencoder' and Minimum Spanning Tree (MST) from high dimensional 'scRNA-Seq' data. The software run clustering methods six times using 'scDHA' with the number of clusters set from 6 to 10. Then, the 'scTEP' calculates pseudotime based on multiple clustering results. Lastly, the 'scTEP' generates trajectory using MST algorithm and fine-tunes it according to the pseudotime of clusters.

Key Metrics

Version 0.1.0
R ≥ 3.6.0
Published 2022-09-26 744 days ago
Needs compilation? no
License LGPL-2
License LGPL-2.1
License LGPL-3
CRAN checks scTEP results

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Maintainer

Maintainer

Yifan Zhang

Authors

Yifan Zhang

aut / cre

Duc Tran

aut

Tin Nguyen

fnd

Sergiu M. Dascalu

fnd

Frederick C. Harris
Jr.

fnd

Material

Reference manual
Package source

Vignettes

scTEP

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.6.0

Imports

stats
dplyr
igraph
scDHA
foreach
BiocGenerics
Matrix
SummarizedExperiment
doParallel
ggsci
psych
tibble
rlang
SingleCellExperiment

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