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tfp.edward2.Chi

Create a random variable for Chi.

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

Defined in python/edward2/interceptor.py.

See Chi for more details.

Returns:

RandomVariable.

Original Docstring for Distribution

Construct Chi distributions with parameter df.

Args:

  • df: Floating point tensor, the degrees of freedom of the distribution(s). df must contain only positive values.
  • validate_args: Python bool, default False. When True distribution parameters are checked for validity despite possibly degrading runtime performance. When False invalid inputs may silently render incorrect outputs.
  • allow_nan_stats: Python bool, default True. When True, statistics (e.g., mean, mode, variance) use the value NaN to indicate the result is undefined. When False, an exception is raised if one or more of the statistic's batch members are undefined.
  • name: Python str name prefixed to Ops created by this class. Default value: 'Chi'.