Create a random variable for PowerSpherical.

See PowerSpherical for more details.


Original Docstring for Distribution

Creates a new PowerSpherical instance.

mean_direction Floating-point Tensor with shape [B1, ... Bn, N]. A unit vector indicating the mode of the distribution, or the unit-normalized direction of the mean.
concentration Floating-point Tensor having batch shape [B1, ... Bn] broadcastable with mean_direction. The level of concentration of samples around the mean_direction. concentration=0 indicates a uniform distribution over the unit hypersphere, and concentration=+inf indicates a Deterministic distribution (delta function) at mean_direction.
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.

ValueError For known-bad arguments, i.e. unsupported event dimension.