tfp.edward2.LogLogistic

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Create a random variable for LogLogistic.

See LogLogistic for more details.

RandomVariable.

Original Docstring for Distribution

Construct a log-logistic distribution.

The LogLogistic distribution models positive-valued random variables whose logarithm is a logistic distribution with loc loc and scale scale. It is constructed as the exponential transformation of a Logistic distribution.

loc Floating-point Tensor; the loc of the underlying logistic distribution(s).
scale Floating-point Tensor; the scale of the underlying logistic distribution(s).
validate_args Python bool, default False. Whether to validate input with asserts. If validate_args is False, and the inputs are invalid, correct behavior is not guaranteed.
allow_nan_stats Python bool, default True. If 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.