bundles / scipy 1.17.1 / scipy / stats / _distribution_infrastructure / _Parameterization / draw
function
scipy.stats._distribution_infrastructure:_Parameterization.draw
Signature
def draw ( self , sizes = None , rng = None , proportions = None , region = domain ) Summary
Draw random values of all parameters for use in testing.
Parameters
sizes: iterable of shape tuplesThe size of the array to be generated for each parameter in the parameterization. Note that the order of sizes is arbitary; the size of the array generated for a specific parameter is not controlled individually as written.
rng: NumPy GeneratorThe generator used to draw random values.
proportions: tupleA tuple of four non-negative numbers that indicate the expected relative proportion of elements that are within the parameter's domain, are on the boundary of the parameter's domain, are outside the parameter's domain, and have value NaN. For more information, see the draw method of the _Parameter subclasses.
domain: strThe domain of the _Parameter from which to draw. Default is "domain" (the full domain); alternative is "typical".
Returns
parameter_values: dict (string: array)A dictionary of parameter name/value pairs.
Aliases
-
scipy.stats._distribution_infrastructure._Parameterization.draw