tf.nn.weighted_moments
Returns the frequency-weighted mean and variance of x.
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. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/nn/weighted_moments