rpudplus-package {rpudplus}R Documentation

GPU computation in R

Description

This package is an extension of rpud for performing statistical computation on GPU. The implementation is based on the NVIDIA CUDA Toolkit. Besides the core functionality, it also aims for robustness, performance, and scalability.

Details

Package: rpudplus
Type: Package
rpuDist Distance matrix
rpuHclust Hierarchical clustering
rpucor Kendall's tau-b correlation
rpucor.test Significant test of Kendall's tau-b
rpusvm Support vector machine modelling
rvbm Variational Bayesian multiclass probit regression
rhierLinearModel Hierarchical Linear Model
rhierMnlRwMixture Hierarchical Multinomial Logit Model

Author(s)

Maintainer: Chi Yau <chi.yau@r-tutor.com>


[Package rpudplus version 0.7.1 Index]