gemseo / uncertainty

gemseo.uncertainty.distributions

• composed - source
• distribution - source
• factory - source
• openturns
• scipy

Capabilities to create and manipulate probability distributions.

This package contains:

• an abstract class Distribution to define the concept of probability distribution,

• an abstract class ComposedDistribution to define the concept of joint probability distribution by composing several instances of Distribution,

• a factory DistributionFactory to create instances of Distribution,

• concrete classes implementing these abstracts concepts, by interfacing:

  • the OpenTURNS library: OTDistribution and OTComposedDistribution,

  • the Scipy library: SPDistribution and SPComposedDistribution.

Lastly, the class OTDistributionFitter offers the possibility to fit an OTDistribution from data based on OpenTURNS.