tf.nn.weighted_moments

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Returns the frequency-weighted mean and variance of x.

Aliases:

  • tf.compat.v2.nn.weighted_moments
tf.nn.weighted_moments(
    x,
    axes,
    frequency_weights,
    keepdims=False,
    name=None
)

Args:

  • x: A tensor.
  • axes: 1-d tensor of int32 values; these are the axes along which to compute mean and variance.
  • frequency_weights: A tensor of positive weights which can be broadcast with x.
  • keepdims: Produce moments with the same dimensionality as the input.
  • name: Name used to scope the operation.

Returns:

Two tensors: weighted_mean and weighted_variance.

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