tfp.substrates.jax.sts.moments_of_masked_time_series
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Compute mean and variance, accounting for a mask.
tfp.substrates.jax.sts.moments_of_masked_time_series(
time_series_tensor, broadcast_mask
)
Args |
|---|
time_series_tensor
|
float Tensor time series of shape
concat([batch_shape, [num_timesteps]]).
|
broadcast_mask
|
bool Tensor of the same shape as time_series.
|
Returns |
|---|
mean
|
float Tensor of shape batch_shape.
|
variance
|
float Tensor of shape batch_shape.
|
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Last updated 2023-11-21 UTC.
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View source on GitHub