gemseo.uncertainty.distributions.scipy.exponential module

The SciPy-based exponential distribution.

class SPExponentialDistribution(rate=1.0, loc=0.0)

Bases: SPDistribution

The SciPy-based exponential distribution.

Examples

>>> from gemseo.uncertainty.distributions.scipy.distribution import (
...     SPDistribution,
... )
>>> distribution = SPDistribution("expon", {"loc": 3, "scale": 1 / 2.0})
>>> print(distribution)
expon(loc=3, scale=0.5)

Initialize self. See help(type(self)) for accurate signature.

Parameters:

• rate (float) --

  The rate of the exponential random variable.

  By default it is set to 1.0.

• loc (float) --

  The location of the exponential random variable.

  By default it is set to 0.0.