tensorly.base.fold

fold(unfolded_tensor, mode, shape)[source]

Refolds the mode-mode unfolding into a tensor of shape shape

In other words, refolds the n-mode unfolded tensor into the original tensor of the specified shape.

Parameters:

unfolded_tensorndarray

unfolded tensor of shape (shape[mode], -1)

modeint

the mode of the unfolding

shapetuple

shape of the original tensor before unfolding

Returns:

ndarray

folded_tensor of shape shape