kkdey/covtpx: Estimation of Topic Models with sample covariate metadata

Posterior maximization for topic models Grade of Membership models using an EM algorithm approach, that adjusts the clustering results for the sample covariate metadata. This accounts for batch effects in the application of the GoM model in analyzing the RNA-seq data and also accounts for habitat metadata in ecostructure modeling of species distributions.

Getting started

Package details

AuthorKushal K Dey <kkdey@uchicago.edu>
MaintainerKushal K Dey <kkdey@uchicago.edu>
LicenseGPL-3
Version0.99.1
URL https://kkdey.github.io
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("kkdey/covtpx")
kkdey/covtpx documentation built on May 18, 2019, 10:15 a.m.