tfp.substrates.jax.sts.moments_of_masked_time_series

Compute mean and variance, accounting for a mask.

Main aliases

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`.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2023-11-21 UTC.

Args