CMD + K

r-ddrtree

Community

Provides an implementation of the framework of reversed graph embedding (RGE) which projects data into a reduced dimensional space while constructs a principal tree which passes through the middle of the data simultaneously. DDRTree shows superiority to alternatives (Wishbone, DPT) for inferring the ordering as well as the intrinsic structure of the single cell genomics data. In general, it could be used to reconstruct the temporal progression as well as bifurcation structure of any datatype.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-ddrtree

Usage Tracking

0.1.5
1 / 8 versions selected
Downloads (Last 6 months): 0

About

Summary

Provides an implementation of the framework of reversed graph embedding (RGE) which projects data into a reduced dimensional space while constructs a principal tree which passes through the middle of the data simultaneously. DDRTree shows superiority to alternatives (Wishbone, DPT) for inferring the ordering as well as the intrinsic structure of the single cell genomics data. In general, it could be used to reconstruct the temporal progression as well as bifurcation structure of any datatype.

Last Updated

May 6, 2017 at 13:30

License

Artistic-2.0

Total Downloads

115.0K

Supported Platforms

linux-aarch64
linux-ppc64le
win-64
macOS-64
linux-64