GPU computation in R

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Documentation for package ‘rpud’ version 0.7.0

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rpud-package GPU computation in R
plot.rpusvm Plot an SVM Model Trained by 'rpusvm'
plot.rvbm Diagnostics Plots for Variational Bayesian Multiclass Probit Regression
predict.rpudl Predictions of an RPUDL Model
predict.rpusvm Predict Method for Support Vector Machines
predict.rvbm Predict Method for Variational Bayesian Multiclass Probit Regression
print.rpusvm Support Vector Machines on GPU
print.rvbm GPU Accelerated Variational Bayesian Multiclass Probit Regression
print.summary.rpusvm Support Vector Machines on GPU
print.summary.rvbm Summary Statistics of Variational Bayesian Multiclass Probit Regression
read.svm.data Reading SVM Training Data from a File
rhierLinearModel Gibbs Sampler for Hierarchical Linear Model
rhierMnlRwMixture MCMC Algorithm for Hierarchical Multinomial Logit with Mixture of Normals Heterogeneity
rmultireg Draw from the Posterior of a Multivariate Regression
rpuchol GPU Accelerated Cholesky Decomposition
rpuCor Kendall's Tau-b Correlation Coefficient on GPU
rpucor Kendall's Tau-b Correlation Coefficient on GPU
rpucor.default Kendall's Tau-b Correlation Coefficient on GPU
rpucor.test Compute the p-values of the correlation matrix
rpucor.test.default Compute the p-values of the correlation matrix
rpud GPU computation in R
rpuDist Compute the Distance Matrix on GPU
rpudl RPUDL Model of Deep Learning
rpudl.default RPUDL Model of Deep Learning
rpudlCreateDataSource RPUDL Data Source for Deep Learning
rpudlFindTrainingDataMean Mean Input Values of the Training Data
rpudlGetLayerWeights Weights of a Layer Element in an RPUDL model
rpudlGetTestingDataSamples Test Data Sample Extraction
rpudlPlotLayerWeights Plots of Weights in a Layer Element
rpudlPretrain RPUDL Model Pre-training
rpudlTrain RPUDL Model Training
rpudlWriteLMDB Export Supported Data Sets to LMDB
rpuGetDevice ID of the GPU device in use by the active host thread
rpuHclust Hierarchical Clustering
rpuScale Scaling SVM Training Data
rpuSetDevice Select GPU for use by the current thread
rpusvm Support Vector Machines on GPU
rpusvm.default Support Vector Machines on GPU
rpusvm.formula Support Vector Machines on GPU
rvbm GPU Accelerated Variational Bayesian Multiclass Probit Regression
rvbm.default GPU Accelerated Variational Bayesian Multiclass Probit Regression
rvbm.sample.test Example Data Sets for Variational Bayesian Multiclass Probit Regression
rvbm.sample.train Example Data Sets for Variational Bayesian Multiclass Probit Regression
summary.rpusvm Support Vector Machines on GPU
summary.rvbm Summary Statistics of Variational Bayesian Multiclass Probit Regression
write.rpusvm SVM Model File Export