pystra.distributions#

Use it: User guide · Worked example · Theory

Structural reliability marginals and distribution adapters.

beta

Beta marginal distribution.

chi_square

Chi square marginal distribution.

distribution

Marginal distribution interfaces and numerically stable tail mappings.

frechet

Frechet marginal distribution.

gamma

Gamma marginal distribution.

gev

Generalized extreme value distributions for maxima and minima.

gumbel

Gumbel marginal distribution.

lognormal

Lognormal marginal distribution.

maximum

Distributions of independent maxima and their deterministic moments.

normal

Normal marginal distribution.

parent

Recover parent distributions from laws of independent maxima.

scipy_dist

Adapt frozen continuous SciPy distributions to the marginal interface.

shifted_exponential

Shifted exponential marginal distribution.

shifted_lognormal

Shifted lognormal marginal distribution.

shifted_rayleigh

Shifted rayleigh marginal distribution.

uniform

Uniform marginal distribution.

weibull

Weibull marginal distribution.

zero_inflated

Zero inflated marginal distribution.