RGBM: LS-TreeBoost and LAD-TreeBoost for Gene Regulatory Network Reconstruction

Provides an implementation of Regularized LS-TreeBoost & LAD-TreeBoost algorithm for Regulatory Network inference from any type of expression data (Microarray/RNA-seq etc). See Mall et al (2017) <doi:10.1101/132670>.

Getting started

Package details

AuthorRaghvendra Mall [aut, cre], Khalid Kunji [aut], Melissa O'Neill [ctb]
MaintainerRaghvendra Mall <[email protected]>
LicenseGPL (>= 3)
Version1.0-8
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("RGBM")

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RGBM documentation built on Jan. 9, 2018, 5:03 p.m.