vae.ops.gaussian_log_likelihood¶

vae.ops.gaussian_log_likelihood(x, mean=0.0, variance=1.0, axis=-1, name=None)¶

Compute the log-likelihood for independent Gaussian variables

Parameters:

x : tf.Tensor: Gaussian observations.
mean : tf.Tensor, optional (default=0.0): Mean of the Gaussian variables.
variance : tf.Tensor, optional (default=1.0): Variance of the Gaussian variables.
axis : int, optional (default=-1): Dimension containing the Gaussian variables.
name : str or None, optional (default=None): Name of the operation. Defaults to ‘GaussianLogLikelihood’.

Returns: