ssmkit::distribution Namespace Reference

Probability distribution functions. More...

Classes
class	Categorical
	Categorical (multinomial) distribution. More...
class	Conditional
	Conditional distribution function. More...
class	Gaussian
	A D-dimensional multivariate Gaussian distribution. More...

Functions
template<class TPDF , class TParamMap >
Conditional< TPDF, TParamMap >	makeConditional (TPDF pdf, TParamMap map)
	Convenient builder that returns a conditional distribution object. More...

Detailed Description

Probability distribution functions.

Function Documentation

Conditional<TPDF, TParamMap> ssmkit::distribution::makeConditional	(	TPDF	pdf,
		TParamMap	map
	)

Convenient builder that returns a conditional distribution object.

Use this when you want to use type deduction for TPDF and TParamMap

Returns

Conditional object

Parameters

pdf	A probability distribution object that implements \(\mathcal{F}(\theta)\).
map	A callable object that implements \(g(.)\).

Precondition

pdf should provide random, likelihood and parameterize methods, e.g. Gaussian. map should be callable with return type equivalent to parameter type of pdf, e.g. map::LinearGaussian.

Definition at line 92 of file conditional.hpp.