R/clda.R

In clintpgeorge/clda: Approximate Inference Algorithms for the Compound Latent Dirichlet Allocation Model

#' @title Algorithms for the Compound Latent Dirichlet Allocation Model
#'
#' @description
#' This R package implements the following inference algorithms
#' for the compound latent Dirichlet allocation (CLDA) model.
#' \itemize{
#' 	\item Auxiliary variable update within Gibbs sampler (AGS)
#'  \item Metropolis adjusted Langevin algorithm within Gibbs sampler (MGS)
#'  \item Variational Expectation Maximization (VEM)
#' }
#'
#' @docType package
#'
#' @aliases
#' clda
#' package-clda
#'
#' @useDynLib clda
#'
#' @name clda
#'
#' @author Clint P. George, Wei Xia, and George Michailidis
#'
#' @importFrom Rcpp evalCpp
#'
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