gemseo.uncertainty.distributions¶
Capabilities to create and manipulate probability distributions.
This package contains:
an abstract class
BaseDistribution
to define the concept of probability distribution,an abstract class
BaseJointDistribution
to define the concept of joint probability distribution by composing several instances ofBaseDistribution
,a factory
DistributionFactory
to create instances ofBaseDistribution
,concrete classes implementing these abstracts concepts, by interfacing:
the OpenTURNS library:
OTDistribution
andOTJointDistribution
,the Scipy library:
SPDistribution
andSPJointDistribution
.
Lastly, the class OTDistributionFitter
offers the possibility
to fit an OTDistribution
from data based on OpenTURNS.