|View source on GitHub|
Create a random variable for LogNormal.
tfp.edward2.LogNormal( *args, **kwargs )
See LogNormal for more details.
Original Docstring for Distribution
Construct a log-normal distribution.
The LogNormal distribution models positive-valued random variables
whose logarithm is normally distributed with mean
scale. It is constructed as the exponential
transformation of a Normal distribution.
Tensor; the means of the underlying Normal distribution(s).
Tensor; the stddevs of the underlying Normal distribution(s).
False. Whether to validate input with asserts. If
False, and the inputs are invalid, correct behavior is not guaranteed.
False, raise an exception if a statistic (e.g. mean/mode/etc...) is undefined for any batch member If
True, batch members with valid parameters leading to undefined statistics will return NaN for this statistic.
name: The name to give Ops created by the initializer.