Basic Linear Algebra with GPU
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Documentation for package ‘GPUmatrix’ version 1.0.2
Help Pages
A C D E F G H I L M N P Q R S T W misc
-- A --
| apply | Apply Functions over 'gpu.matrix-class' margins |
| apply-method | Apply Functions over 'gpu.matrix-class' margins |
| apply-methods | Apply Functions over 'gpu.matrix-class' 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 gpu.matrix-class. |
| colMaxs-method | Get different statistics for a gpu.matrix-class. |
| colMaxs-methods | Get different statistics for a gpu.matrix-class. |
| colMeans | Get different statistics for a gpu.matrix-class. |
| colMeans-method | Get different statistics for a gpu.matrix-class. |
| colMeans-methods | Get different statistics for a gpu.matrix-class. |
| colMins | Get different statistics for a gpu.matrix-class. |
| colMins-method | Get different statistics for a gpu.matrix-class. |
| colMins-methods | Get different statistics for a gpu.matrix-class. |
| 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 gpu.matrix-class. |
| colRanks-method | Get different statistics for a gpu.matrix-class. |
| colRanks-methods | Get different statistics for a gpu.matrix-class. |
| colSums | Get different statistics for a gpu.matrix-class. |
| colSums-method | Get different statistics for a gpu.matrix-class. |
| colSums-methods | Get different statistics for a gpu.matrix-class. |
| colVars | Get different statistics for a gpu.matrix-class. |
| colVars-method | Get different statistics for a gpu.matrix-class. |
| colVars-methods | Get different statistics for a gpu.matrix-class. |
| cor | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cor-method | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cor-methods | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov-method | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov-methods | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov2cor | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov2cor-method | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| cov2cor-methods | Correlation, Variance and Covariance for 'GPUmatrix' objects |
| crossprod | Matrix Products |
| crossprod-method | Matrix Products |
| crossprod-methods | Matrix Products |
-- D --
| density | Kernel Density Estimation and Histograms |
| density-method | Kernel Density Estimation and Histograms |
| density-methods | Kernel Density Estimation and Histograms |
| 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 |
| dist | Distance Matrix Computation with GPU |
| dist-method | Distance Matrix Computation with GPU |
| dist-methods | Distance Matrix Computation with GPU |
| 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 |
| glm.fit.GPU | Fitting Generalized Linear Models using GPUmatrix objects |
| gpu.matrix | create and store a matrix in the GPU |
| gpu.matrix-class | Class 'gpu.matrix' for matrix stored in GPU |
| GPUglm | Fitting Generalized Linear Models using GPUmatrix objects |
-- H --
| head | Return the first or last part of a GPUmatrix object |
| head-method | Return the first or last part of a GPUmatrix object |
| head-methods | Return the first or last part of a GPUmatrix object |
| hist | Kernel Density Estimation and Histograms |
| hist-method | Kernel Density Estimation and Histograms |
| hist-methods | Kernel Density Estimation and Histograms |
-- 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 |
| LR_GradientConjugate_gpumatrix | Logistic Regression with Conjugate Gradient method |
-- M --
| max-method | Get different statistics for a gpu.matrix-class. |
| max-methods | Get different statistics for a gpu.matrix-class. |
| mean | Get different statistics for a gpu.matrix-class. |
| mean-method | Get different statistics for a gpu.matrix-class. |
| mean-methods | Get different statistics for a gpu.matrix-class. |
| min | Get different statistics for a gpu.matrix-class. |
| min-method | Get different statistics for a gpu.matrix-class. |
| min-methods | Get different statistics for a gpu.matrix-class. |
| mvfft | Fast Discrete Fourier Transform (FFT) |
| mvfft-method | Fast Discrete Fourier Transform (FFT) |
| mvfft-methods | Fast Discrete Fourier Transform (FFT) |
-- 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 |
| NMFgpumatrix | Non negative factorization of a matrix |
| 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 |
-- P --
| Return the first or last part of a GPUmatrix object | |
| print-method | Return the first or last part of a GPUmatrix object |
| print-methods | Return the first or last part of a GPUmatrix object |
-- Q --
| qr | The QR Decomposition of a GPUmatrix object |
| qr-method | The QR Decomposition of a GPUmatrix object |
| qr-methods | The QR Decomposition of a GPUmatrix object |
| qr.coef | The QR Decomposition of a GPUmatrix object |
| qr.coef-method | The QR Decomposition of a GPUmatrix object |
| qr.coef-methods | The QR Decomposition of a GPUmatrix object |
| qr.Q | The QR Decomposition of a GPUmatrix object |
| qr.Q-method | The QR Decomposition of a GPUmatrix object |
| qr.Q-methods | The QR Decomposition of a GPUmatrix object |
| qr.qty | The QR Decomposition of a GPUmatrix object |
| qr.qty-method | The QR Decomposition of a GPUmatrix object |
| qr.qty-methods | The QR Decomposition of a GPUmatrix object |
| qr.qy | The QR Decomposition of a GPUmatrix object |
| qr.qy-method | The QR Decomposition of a GPUmatrix object |
| qr.qy-methods | The QR Decomposition of a GPUmatrix object |
| qr.R | The QR Decomposition of a GPUmatrix object |
| qr.R-method | The QR Decomposition of a GPUmatrix object |
| qr.R-methods | The QR Decomposition of a GPUmatrix object |
| qr.resid | The QR Decomposition of a GPUmatrix object |
| qr.resid-method | The QR Decomposition of a GPUmatrix object |
| qr.resid-methods | The QR Decomposition of a GPUmatrix object |
| qr.solve | The QR Decomposition of a GPUmatrix object |
| qr.solve-method | The QR Decomposition of a GPUmatrix object |
| qr.solve-methods | The QR Decomposition of a GPUmatrix object |
| qr.X | The QR Decomposition of a GPUmatrix object |
| qr.X-method | The QR Decomposition of a GPUmatrix object |
| qr.X-methods | The QR Decomposition of a GPUmatrix object |
-- R --
| 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 gpu.matrix-class. |
| rowMaxs-method | Get different statistics for a gpu.matrix-class. |
| rowMaxs-methods | Get different statistics for a gpu.matrix-class. |
| rowMeans | Get different statistics for a gpu.matrix-class. |
| rowMeans-method | Get different statistics for a gpu.matrix-class. |
| rowMeans-methods | Get different statistics for a gpu.matrix-class. |
| rowMins | Get different statistics for a gpu.matrix-class. |
| rowMins-method | Get different statistics for a gpu.matrix-class. |
| rowMins-methods | Get different statistics for a gpu.matrix-class. |
| 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 gpu.matrix-class. |
| rowRanks-method | Get different statistics for a gpu.matrix-class. |
| rowRanks-methods | Get different statistics for a gpu.matrix-class. |
| rowSums | Get different statistics for a gpu.matrix-class. |
| rowSums-method | Get different statistics for a gpu.matrix-class. |
| rowSums-methods | Get different statistics for a gpu.matrix-class. |
| rowVars | Get different statistics for a gpu.matrix-class. |
| rowVars-method | Get different statistics for a gpu.matrix-class. |
| rowVars-methods | Get different statistics for a gpu.matrix-class. |
-- S --
| show | Return the first or last part of a GPUmatrix object |
| show-method | Return the first or last part of a GPUmatrix object |
| show-methods | Return the first or last part of a GPUmatrix object |
| 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 gpu.matrix-class. |
| sum-method | Get different statistics for a gpu.matrix-class. |
| sum-methods | Get different statistics for a gpu.matrix-class. |
| 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 | Return the first or last part of a GPUmatrix object |
| tail-method | Return the first or last part of a GPUmatrix object |
| tail-methods | Return the first or last part of a GPUmatrix object |
| 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 gpu.matrix-class. |
| which.max-methods | Get different statistics for a gpu.matrix-class. |
| which.min | Get different statistics for a gpu.matrix-class. |
| which.min-method | Get different statistics for a gpu.matrix-class. |
| which.min-methods | Get different statistics for a gpu.matrix-class. |
-- misc --
| %*% | Matrix Products |
| %*%-method | Matrix Products |
| %*%-methods | Matrix Products |
| %x% | kroneker Products |
| %x%-method | kroneker Products |
| %x%-methods | kroneker Products |
| %^% | 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 |