- composed - source
- dirac - source
- distribution - source
- exponential - source
- fitting - source
- normal - source
- triangular - source
- uniform - source
OpenTURNS-based capabilities for probability distributions.
This package interfaces capabilities from the OpenTURNS library.
This package implements the abstract classes
This package also implements a deliberately limited selection
of standard probability distributions
in a user-friendly way:
OTUniformDistribution. More precisely,
the argument whose nature is a tuple of positional parameters
is replaced with several user-defined keyword arguments.
In this way, the use writes
OTUniformDistribution('x', -1., 3.)
OTUniformDistribution('x', minimum=-1., maximum=3.)
OTDistribution('x', 'Uniform', (-1., 3.)).
Furthermore, these classes inheriting from
are documented in such a way that a newbie could easily apprehend them.
OTDistribution has a
which is a class to build a composed distribution
related to given random variables from a list of
implementing the probability distributions of these variables
based on the OpenTURNS library and from a copula name.
A copula is a mathematical function used to define the dependence between random variables from their cumulative density functions. See more.
OTDistributionFitter offers the possibility
to fit an
based on the OpenTURNS capabilities.