xiaotianzhu/icamix: Estimation of ICA Mixture Models

Provides R functions which facilitate the estimation of ICA mixture models. We have developed and implemented the NSMM-ICA algorithm that currently integrates npEM and Fast-ICA for non-parametric estimation of ICA mixture models (Zhu, X., & Hunter, D.R., 2016 <DOI:10.1080/10485252.2016.1225049> and Zhu, X., & Hunter, D.R., 2015 <arXiv:1510.08178>). This is a new tool for unsupervised clustering.

Getting started

Package details

AuthorXiaotian Zhu, David R. Hunter
MaintainerXiaotian Zhu <[email protected]>
LicenseGPL-2 | GPL-3
Version1.0.7
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("xiaotianzhu/icamix")
xiaotianzhu/icamix documentation built on Aug. 15, 2017, 12:32 a.m.