pyhs3.distributions

HS3 Distribution implementations.

Provides classes for handling various probability distributions including Gaussian, Mixture, Product, Crystal Ball, and Generic distributions.

Functions

process_parameter(config, param_key)

Process a parameter that can be either a string reference or a numeric value.

Classes

CrystalBallDist(*, name, alpha_L, alpha_R, ...)	Crystal Ball distribution implementation.
Distribution(*, name[, kind, parameters])	Base class for probability distributions in HS3.
DistributionSet(distributions)	Collection of distributions for a probabilistic model.
GaussianDist(*, name, mean, sigma, x)	Gaussian (normal) probability distribution.
GenericDist(*, name, expression)	Generic distribution implementation.
MixtureDist(*, name, coefficients, extended, ...)	Mixture of probability distributions.
ProductDist(*, name, factors)	Product distribution implementation.