tf.nn.weighted_moments

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Returns the frequency-weighted mean and variance of x.

Aliases:

• tf.compat.v1.nn.weighted_moments

tf.nn.weighted_moments(
    x,
    axes,
    frequency_weights,
    name=None,
    keep_dims=None,
    keepdims=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.
• name: Name used to scope the operation.
• keep_dims: Produce moments with the same dimensionality as the input.
• keepdims: Alias of keep_dims.

Returns:

Two tensors: weighted_mean and weighted_variance.