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tfp.edward2.JointDistributionSequential

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Create a random variable for JointDistributionSequential.

Aliases:

tfp.edward2.JointDistributionSequential(
    *args,
    **kwargs
)

See JointDistributionSequential for more details.

Returns:

RandomVariable.

Original Docstring for Distribution

Construct the JointDistributionSequential distribution.

Args:

  • model: Python list of either tfd.Distribution instances and/or lambda functions which take the k previous distributions and returns a new tfd.Distribution instance.
  • validate_args: Python bool. Whether to validate input with asserts. If validate_args is False, and the inputs are invalid, correct behavior is not guaranteed. Default value: False.
  • name: The name for ops managed by the distribution. Default value: None (i.e., "JointDistributionSequential").