Basic Linear Algebra with GPU

---

Documentation for package ‘GPUmatrix’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

A C D E F G H I L M N O Q R S T W X misc

-- A --

aperm	Array Transposition
aperm-method	Array Transposition
aperm-methods	Array Transposition
apply	Apply Functions over 'GPUmatrix' margins
apply-method	Apply Functions over 'GPUmatrix' margins
apply-methods	Apply Functions over 'GPUmatrix' margins
as.array	as_methods
as.array-method	as_methods
as.array-methods	as_methods
as.gpu.matrix	create and store a matrix in the GPU
as.gpu.matrix-method	create and store a matrix in the GPU
as.gpu.matrix-methods	create and store a matrix in the GPU
as.list	as_methods
as.list-method	as_methods
as.list-methods	as_methods
as.matrix	as_methods
as.matrix-method	as_methods
as.matrix-methods	as_methods
as.numeric	as_methods
as.numeric-method	as_methods
as.numeric-methods	as_methods
as.vector	as_methods
as.vector-method	as_methods
as.vector-methods	as_methods

-- C --

c-method	concatenate_gpu.matrix
c-methods	concatenate_gpu.matrix
cbind2	cbind_rbind_methods
cbind2-method	cbind_rbind_methods
cbind2-methods	cbind_rbind_methods
chol	Decomposition of a matrix with GPU
chol-method	Decomposition of a matrix with GPU
chol-methods	Decomposition of a matrix with GPU
chol_solve	Solve a System of Equations
chol_solve-method	Solve a System of Equations
chol_solve-methods	Solve a System of Equations
colMaxs	Get different statistics for a matrix or get the same statistics for each row or column.
colMaxs-method	Get different statistics for a matrix or get the same statistics for each row or column.
colMaxs-methods	Get different statistics for a matrix or get the same statistics for each row or column.
colMeans	Get different statistics for a matrix or get the same statistics for each row or column.
colMeans-method	Get different statistics for a matrix or get the same statistics for each row or column.
colMeans-methods	Get different statistics for a matrix or get the same statistics for each row or column.
colMins	Get different statistics for a matrix or get the same statistics for each row or column.
colMins-method	Get different statistics for a matrix or get the same statistics for each row or column.
colMins-methods	Get different statistics for a matrix or get the same statistics for each row or column.
colnames	Number of rows and columns and its corresponding names
colnames-method	Number of rows and columns and its corresponding names
colnames-methods	Number of rows and columns and its corresponding names
colRanks	Get different statistics for a matrix or get the same statistics for each row or column.
colRanks-method	Get different statistics for a matrix or get the same statistics for each row or column.
colRanks-methods	Get different statistics for a matrix or get the same statistics for each row or column.
colSums	Get different statistics for a matrix or get the same statistics for each row or column.
colSums-method	Get different statistics for a matrix or get the same statistics for each row or column.
colSums-methods	Get different statistics for a matrix or get the same statistics for each row or column.
colVars	Get different statistics for a matrix or get the same statistics for each row or column.
colVars-method	Get different statistics for a matrix or get the same statistics for each row or column.
colVars-methods	Get different statistics for a matrix or get the same statistics for each row or column.
cor	Correlation, Variance and Covariance for 'GPUmatrix' object
cor-method	Correlation, Variance and Covariance for 'GPUmatrix' object
cor-methods	Correlation, Variance and Covariance for 'GPUmatrix' object
cov	Correlation, Variance and Covariance for 'GPUmatrix' object
cov-method	Correlation, Variance and Covariance for 'GPUmatrix' object
cov-methods	Correlation, Variance and Covariance for 'GPUmatrix' object
cov2cor	Correlation, Variance and Covariance for 'GPUmatrix' object
cov2cor-method	Correlation, Variance and Covariance for 'GPUmatrix' object
cov2cor-methods	Correlation, Variance and Covariance for 'GPUmatrix' object
crossprod	Matrix Products
crossprod-method	Matrix Products
crossprod-methods	Matrix Products

-- D --

density	Kernel Density Estimation
density-method	Kernel Density Estimation
density-methods	Kernel Density Estimation
det	Calculate the Determinant of a 'GPUMatrix'
det-method	Calculate the Determinant of a 'GPUMatrix'
det-methods	Calculate the Determinant of a 'GPUMatrix'
determinant	Calculate the Determinant of a 'GPUMatrix'
determinant-method	Calculate the Determinant of a 'GPUMatrix'
determinant-methods	Calculate the Determinant of a 'GPUMatrix'
diag	diag
diag-method	diag
diag-methods	diag
diag<-	diag
diag<--method	diag
diag<--methods	diag
dim	Number of rows and columns and its corresponding names
dim-method	Number of rows and columns and its corresponding names
dim-methods	Number of rows and columns and its corresponding names
dim<-	Number of rows and columns and its corresponding names
dim<--method	Number of rows and columns and its corresponding names
dim<--methods	Number of rows and columns and its corresponding names
dimnames	Number of rows and columns and its corresponding names
dimnames-method	Number of rows and columns and its corresponding names
dimnames-methods	Number of rows and columns and its corresponding names
dimnames<-	Number of rows and columns and its corresponding names
dimnames<--method	Number of rows and columns and its corresponding names
dimnames<--methods	Number of rows and columns and its corresponding names
dtype	Spicify type of 'GPUmatrix'
dtype-method	Spicify type of 'GPUmatrix'
dtype-methods	Spicify type of 'GPUmatrix'
dtype<-	Spicify type of 'GPUmatrix'
dtype<--method	Spicify type of 'GPUmatrix'
dtype<--methods	Spicify type of 'GPUmatrix'

-- E --

eigen	Decomposition of a matrix with GPU
eigen-method	Decomposition of a matrix with GPU
eigen-methods	Decomposition of a matrix with GPU
expmGPU	'GPUMatrix' Exponential.
expmGPU-method	'GPUMatrix' Exponential.
expmGPU-methods	'GPUMatrix' Exponential.

-- F --

fft	Fast Discrete Fourier Transform (FFT)
fft-method	Fast Discrete Fourier Transform (FFT)
fft-methods	Fast Discrete Fourier Transform (FFT)

-- G --

ginv	Solve a System of Equations
ginv-method	Solve a System of Equations
ginv-methods	Solve a System of Equations
gpu.matrix	create and store a matrix in the GPU
gpu.matrix-class	Class 'gpu.matrix' for matrix stored in GPU

-- H --

head	matrix_general_operators_methods
head-method	matrix_general_operators_methods
head-methods	matrix_general_operators_methods
hist	Kernel Density Estimation
hist-method	Kernel Density Estimation
hist-methods	Kernel Density Estimation

-- I --

installTorch	installTorch
is.numeric	as_methods
is.numeric-method	as_methods
is.numeric-methods	as_methods

-- L --

length	Number of rows and columns and its corresponding names
length-method	Number of rows and columns and its corresponding names
length-methods	Number of rows and columns and its corresponding names

-- M --

max-method	Get different statistics for a matrix or get the same statistics for each row or column.
max-methods	Get different statistics for a matrix or get the same statistics for each row or column.
mean	Get different statistics for a matrix or get the same statistics for each row or column.
mean-method	Get different statistics for a matrix or get the same statistics for each row or column.
mean-methods	Get different statistics for a matrix or get the same statistics for each row or column.
min	Get different statistics for a matrix or get the same statistics for each row or column.
min-method	Get different statistics for a matrix or get the same statistics for each row or column.
min-methods	Get different statistics for a matrix or get the same statistics for each row or column.

-- N --

ncol	Number of rows and columns and its corresponding names
ncol-method	Number of rows and columns and its corresponding names
ncol-methods	Number of rows and columns and its corresponding names
nrow	Number of rows and columns and its corresponding names
nrow-method	Number of rows and columns and its corresponding names
nrow-methods	Number of rows and columns and its corresponding names

-- O --

outer	outer
outer-method	outer
outer-methods	outer

-- Q --

qr	Decomposition of a matrix with GPU
qr-method	Decomposition of a matrix with GPU
qr-methods	Decomposition of a matrix with GPU

-- R --

rankMatrix	Get different statistics for a matrix or get the same statistics for each row or column.
rankMatrix-method	Get different statistics for a matrix or get the same statistics for each row or column.
rankMatrix-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rbind2	cbind_rbind_methods
rbind2-method	cbind_rbind_methods
rbind2-methods	cbind_rbind_methods
round	rounding of numers
round-method	rounding of numers
round-methods	rounding of numers
rowMaxs	Get different statistics for a matrix or get the same statistics for each row or column.
rowMaxs-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowMaxs-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rowMeans	Get different statistics for a matrix or get the same statistics for each row or column.
rowMeans-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowMeans-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rowMins	Get different statistics for a matrix or get the same statistics for each row or column.
rowMins-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowMins-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rownames	Number of rows and columns and its corresponding names
rownames-method	Number of rows and columns and its corresponding names
rownames-methods	Number of rows and columns and its corresponding names
rowRanks	Get different statistics for a matrix or get the same statistics for each row or column.
rowRanks-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowRanks-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rowSums	Get different statistics for a matrix or get the same statistics for each row or column.
rowSums-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowSums-methods	Get different statistics for a matrix or get the same statistics for each row or column.
rowVars	Get different statistics for a matrix or get the same statistics for each row or column.
rowVars-method	Get different statistics for a matrix or get the same statistics for each row or column.
rowVars-methods	Get different statistics for a matrix or get the same statistics for each row or column.

-- S --

show	matrix_general_operators_methods
show-method	matrix_general_operators_methods
show-methods	matrix_general_operators_methods
solve	Solve a System of Equations
solve-method	Solve a System of Equations
solve-methods	Solve a System of Equations
sort	sort_gpu.matrix
sort-method	sort_gpu.matrix
sort-methods	sort_gpu.matrix
sum	Get different statistics for a matrix or get the same statistics for each row or column.
sum-method	Get different statistics for a matrix or get the same statistics for each row or column.
sum-methods	Get different statistics for a matrix or get the same statistics for each row or column.
svd	Decomposition of a matrix with GPU
svd-method	Decomposition of a matrix with GPU
svd-methods	Decomposition of a matrix with GPU

-- T --

t	Array Transposition
t-method	Array Transposition
t-methods	Array Transposition
tail	matrix_general_operators_methods
tail-method	matrix_general_operators_methods
tail-methods	matrix_general_operators_methods
tcrossprod	Matrix Products
tcrossprod-method	Matrix Products
tcrossprod-methods	Matrix Products
to_dense	Spicify type of 'GPUmatrix'
to_dense-method	Spicify type of 'GPUmatrix'
to_dense-methods	Spicify type of 'GPUmatrix'
to_sparse	Spicify type of 'GPUmatrix'
to_sparse-method	Spicify type of 'GPUmatrix'
to_sparse-methods	Spicify type of 'GPUmatrix'

-- W --

which.max-method	Get different statistics for a matrix or get the same statistics for each row or column.
which.max-methods	Get different statistics for a matrix or get the same statistics for each row or column.
which.min	Get different statistics for a matrix or get the same statistics for each row or column.
which.min-method	Get different statistics for a matrix or get the same statistics for each row or column.
which.min-methods	Get different statistics for a matrix or get the same statistics for each row or column.

-- X --

xtfrm-method	Auxiliary Function for Sorting and Ranking
xtfrm-methods	Auxiliary Function for Sorting and Ranking

-- misc --

%*%	Matrix Products
%*%-method	Matrix Products
%*%-methods	Matrix Products
%o%	outer
%o%-method	outer
%o%methods	outer
%x%	kroneker
%x%-method	kroneker
%x%-methods	kroneker
%^%	Compute the kth power of a matrix.
%^%-method	Compute the kth power of a matrix.
-	extract_gpu.matrix
--method	extract_gpu.matrix
--methods	extract_gpu.matrix
[	extract_gpu.matrix
[-method	extract_gpu.matrix
[-methods	extract_gpu.matrix
[<-	extract_gpu.matrix
[<--method	extract_gpu.matrix
[<--methods	extract_gpu.matrix
[[	extract_gpu.matrix
[[-method	extract_gpu.matrix
[[-methods	extract_gpu.matrix
[[<-	extract_gpu.matrix
[[<--method	extract_gpu.matrix
[[<--methods	extract_gpu.matrix