rpud-package {rpud}R Documentation

GPU computation in R

Description

This package provides R functions 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: rpud
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
rpudl Deep Learning Model

Author(s)

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


[Package rpud version 0.7.0 Index]