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scTEP (version 0.1.0)

Single-Cell Trajectory Inference using Ensemble Pseudotimes

Description

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.

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Version

Install

install.packages('scTEP')

Monthly Downloads

3

Version

0.1.0

License

LGPL

Maintainer

Yifan Zhang

Last Published

September 26th, 2022

Functions in scTEP (0.1.0)

trajectoryinference

trajectoryinference
goolam

goolam
clustering

scTEP
preprocessing

preprocessing
scTEP.fa

scTEP.fa
genesets

genesets