Basic Linear Algebra with GPU


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Documentation for package ‘GPUmatrix’ version 0.1.1

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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
sort-method sort
sort-methods sort
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