kl_div.hpp File Reference

#include "akreon/linalg/assert.hpp"
#include "akreon/convex/canonical_form_builder.hpp"
#include "akreon/convex/convex_traits.hpp"

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Classes
struct	convex::KLDivergence< Meta, Child >
	forward declaration - kl divergence More...

Namespaces
namespace	convex

Typedefs
template<linalg::RnSpace Space>
using	convex::KLDivDom = ConvexDomain< Space, VarType::POS >
	alias for domain on kl div function (q in R_++)
template<linalg::RnSpace Space>
using	convex::KLDivCodom = ConvexDomain< Space, VarType::NONNEG >
	alias for codomain on kl div function
template<linalg::RnSpace Space>
using	convex::KLDivConcaveCodom = ConvexDomain< Space, VarType::NEG >
	alias for concave codomain on kl div function
template<linalg::RnSpace Dom, linalg::RnSpace Codom>
using	convex::KLDivMeta = ConvexAtomMeta< KLDivDom< Dom >, KLDivCodom< Codom >, CurvatureType::CONVEX >
	alias for meta for kl div function
template<linalg::RnSpace Dom, linalg::RnSpace Codom>
using	convex::KLDivConcaveMeta = ConvexAtomMeta< KLDivDom< Dom >, KLDivConcaveCodom< Codom >, CurvatureType::CONCAVE >
	alias for meta for kl div function

Functions
template<typename Point , typename Child >
	convex::KLDivergence (const Point &, const Child &) -> KLDivergence< KLDivMeta< dom_space_t< meta_codom_t< atom_meta_t< Child > > >, linalg::Matrix< dom_type_t< meta_codom_t< atom_meta_t< Child > > >, 1, 1 > >, atom_decay_t< Child > >