mlpg.py 文件源码

def unit_variance_mlpg(R, means):
    """Special case of MLPG assuming data is normalized to have unit variance.

    Args:
        means (torch.autograd.Variable): Means, of shape (``T x D``) or
          (``T*num_windows x static_dim``). See
          :func:`nnmnkwii.paramgen.reshape_means` to reshape means from
          (``T x D``) to (``T*num_windows x static_dim``).
        R (torch.FloatTensor): MLPG matrix.

    See also:
        :obj:`nnmnkwii.autograd.UnitVarianceMLPG`,
        :func:`nnmnkwii.paramgen.unit_variance_mlpg_matrix`,
        :func:`reshape_means`.
    """
    return UnitVarianceMLPG(R)(means)