tensorly.cp_tensor.cp_mode_dot

cp_mode_dot(cp_tensor, matrix_or_vector, mode, keep_dim=False, copy=False)[source]

n-mode product of a CP tensor and a matrix or vector at the specified mode

Parameters:

cp_tensortl.CPTensor or (core, factors)

matrix_or_vectorndarray

1D or 2D array of shape (J, i_k) or (i_k, ) matrix or vectors to which to n-mode multiply the tensor

modeint

Returns:

CPTensor = (core, factors)

mode-mode product of tensor by matrix_or_vector * of shape \((i_1, ..., i_{k-1}, J, i_{k+1}, ..., i_N)\) if matrix_or_vector is a matrix * of shape \((i_1, ..., i_{k-1}, i_{k+1}, ..., i_N)\) if matrix_or_vector is a vector

See also

kruskal_multi_mode_dot

chaining several mode_dot in one call