toolbox::metrics Namespace Reference

Classes
class	AngularMetric
class	base_metric_t
class	BhattacharyyaMetric
class	BoundingBoxMetric
	Bounding box distance between two point clouds. More...
class	CentroidMetric
	Centroid distance between two point clouds. More...
class	ChamferMetric
	Chamfer distance between two point clouds. More...
class	ChiSquaredMetric
class	CompositeMetric
class	CorrelationMetric
class	CosineMetric
class	CustomMetric
class	EMDMetric
class	GeneralizedLpMetric
class	HausdorffMetric
	Hausdorff distance between two point clouds. More...
class	HellingerMetric
class	HistogramIntersectionMetric
class	IMetric
class	InnerProductMetric
struct	is_metric
struct	is_metric< base_metric_t< Derived, ElementType > >
class	JensenShannonMetric
class	KLDivergenceMetric
class	L1Metric
class	L2Metric
class	LambdaMetric
class	LinfMetric
class	LpMetric
struct	metric_traits
struct	metric_traits< L1Metric< T > >
struct	metric_traits< L2Metric< T > >
class	MetricFactory
class	MetricRegistry
class	MetricWrapper
class	ModifiedHausdorffMetric
	Modified Hausdorff distance (average of k-th smallest distances) More...
class	NormalizedAngularMetric
class	ParameterizedMetric
class	PointCloudEMDMetric
	Earth Mover's Distance (EMD) for point clouds. More...
class	PointMetricAdapter
class	ScaledMetric
class	WeightedMetric

Typedefs
template<typename T >
using	metric_ptr = std::unique_ptr< base_metric_t< void, T > >

Functions
template<typename T , typename Lambda >
auto	make_lambda_metric (Lambda &&lambda)
template<typename BaseMetric >
auto	make_weighted_metric (BaseMetric &&metric, const std::vector< typename std::decay_t< BaseMetric >::element_type > &weights)
template<typename T >
std::unique_ptr< IMetric< T > >	create_metric (const std::string &name)
template<typename Container >
auto	create_metric_for (const Container &example, const std::string &name)

Variables
template<typename Metric >
constexpr bool	is_symmetric_metric_v = metric_traits<Metric>::is_symmetric
template<typename Metric >
constexpr bool	is_normalized_metric_v = metric_traits<Metric>::is_normalized
template<typename Metric >
constexpr bool	has_squared_form_v = metric_traits<Metric>::has_squared_form
template<typename T >
constexpr bool	is_metric_v = is_metric<T>::value

Typedef Documentation

metric_ptr

template<typename T >

using toolbox::metrics::metric_ptr = typedef std::unique_ptr<base_metric_t<void, T> >

Function Documentation

create_metric()

template<typename T >

std::unique_ptr< IMetric< T > > toolbox::metrics::create_metric

(

const std::string &

name

)

create_metric_for()

template<typename Container >

auto toolbox::metrics::create_metric_for	(	const Container &	example,
		const std::string &	name
	)

make_lambda_metric()

template<typename T , typename Lambda >

auto toolbox::metrics::make_lambda_metric

(

Lambda &&

lambda

)

make_weighted_metric()

template<typename BaseMetric >

auto toolbox::metrics::make_weighted_metric	(	BaseMetric &&	metric,
		const std::vector< typename std::decay_t< BaseMetric >::element_type > &	weights
	)

Variable Documentation

has_squared_form_v

template<typename Metric >

constexpr bool toolbox::metrics::has_squared_form_v = metric_traits<Metric>::has_squared_form

constexpr

is_metric_v

template<typename T >

constexpr bool toolbox::metrics::is_metric_v = is_metric<T>::value

inlineconstexpr

is_normalized_metric_v

template<typename Metric >

constexpr bool toolbox::metrics::is_normalized_metric_v = metric_traits<Metric>::is_normalized

constexpr

is_symmetric_metric_v

template<typename Metric >

constexpr bool toolbox::metrics::is_symmetric_metric_v = metric_traits<Metric>::is_symmetric

constexpr