Matrix and vector products
Matrix and vector product calculations include:
- matrix multiplication
- vector multiplication
- computing covariance matrix
- computing the cross-correlation of two vectors
- computing the convolution of two vectors
- computing the correlation coefficient
Function |
Action |
|---|---|
Matrix product of two matrices |
|
General matrix multiplication (GeMM) |
|
Raise a square matrix to the integer power |
|
Dot product of two vectors |
|
Return Kronecker product of two matrices, matrix and vector, vector and matrix or two vectors |
|
Inner product of two matrices |
|
Compute the outer product of two matrices or two vectors |
|
Compute the Pearson correlation coefficient (linear correlation coefficient) |
|
Compute the covariance matrix |
|
Compute the cross-correlation of two vectors |
|
Return the discrete, linear convolution of two vectors |