tfp.edward2.VonMises( *args, **kwargs )
Create a random variable for VonMises.
See VonMises for more details.
Original Docstring for Distribution
Construct von Mises distributions with given location and concentration.
concentration must be shaped in a way that
supports broadcasting (e.g.
loc + concentration is a valid operation).
loc: Floating point tensor, the circular means of the distribution(s).
concentration: Floating point tensor, the level of concentration of the distribution(s) around
loc. Must take non-negative values.
concentration = 0defines a Uniform distribution, while
concentration = +infindicates a Deterministic distribution at
Truedistribution parameters are checked for validity despite possibly degrading runtime performance. When
Falseinvalid inputs may silently render incorrect outputs.
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.
strname prefixed to Ops created by this class.
TypeError: if loc and concentration are different dtypes.