TensorTest2D-package |
The TensorTest2D Package |
%b% |
Computation of two matrices: the column of the output matrix is the Kronecker product of two columns of each input matrix. |
%hp% |
Computation of the vector of Hadamard product values of the matrices 'X[,,i]' and 'B'. |
%w% |
Computation of the matrix with rows being the linearized matrix products of 'X[,,i]' and 'B'. |
%wt% |
Computation of the matrix with rows being the linearized matrix products of transposed 'X[,,i]' and 'B'. |
ALS |
The function performing the Alternating Least Square (ALS) Algorithm. |
Calculate_IC_Dev |
The function computing information criterion values and deviances. |
Check_tidy_input |
The function confirming the input variables fit the requirements of the tensorReg2D function. |
draw.coef |
Marking Specific Pixels on the Given Image Plot |
getGLMCoef |
getGLMCoef: Computing the regression coefficients of generalized linear model. |
mnist_mp2c2 |
Read the pre-processed MNIST dataset |
omics |
Lung-cancer cell lines data in cancer cell line encyclopedia (CCLE) dataset |
plot.tsglm |
Plot Effective Image Pixels for A '"tsglm"' Object |
predict.tsglm |
Predict by Second-order Tensor Generalized Regression |
summary.tsglm |
Summarizing Second-order Tensor Generalized Regression Fits |
tensorReg2D |
Fitting Second-order Tensor Generalized Regression |
TensorTest2D |
The TensorTest2D Package |
VAR_ALS |
The function computing the covariance matrices of the tensor regression parameters. |