Commit 0c804556 authored by lucas_miranda's avatar lucas_miranda
Browse files

Changed full model for diagonal model in all variational implementations in models.py

parent 52f4351f
......@@ -125,13 +125,13 @@ class MultivariateNormalDiag(tfpl.DistributionLambda):
)
@staticmethod
def new(params, event_size, validate_args=False, name=None):
def new(params, event_size, epsilon=1e-8, validate_args=False, name=None):
"""Create the distribution instance from a `params` vector."""
with tf.name_scope(name or "MultivariateNormalDiag"):
params = tf.convert_to_tensor(params, name="params")
return tfd.mvn_diag.MultivariateNormalDiag(
loc=params[..., :event_size],
scale_diag=params[..., event_size:],
scale_diag=params[..., event_size:]+epsilon,
validate_args=validate_args,
)
......
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