tensorly.random.random_tt_matrix

random_tt_matrix(shape, rank, full=False, random_state=None, **context)[source]

Generates a random tensor in TT-Matrix format

Parameters:	shapetuple shape of the tensor to generate rankint rank of the TT decomposition must verify rank[0] == rank[-1] ==1 (boundary conditions) and len(rank) == len(shape)+1 fullbool, optional, default is False if True, a full tensor is returned otherwise, the decomposed tensor is returned random_statenp.random.RandomState contextdict context in which to create the tensor
Returns:	TT_tensorND-array or 3D-array list ND-array : full tensor if full is True 3D-array list : list of factors otherwise