metrics.hpp File Reference

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Namespaces
namespace	ps

Functions
template<typename T , size_t N>
std::pair< std::vector< T >, std::vector< T > >	ps::angle_distribution_neighbors (const std::vector< Point< T, N > > &points, T bin_width, size_t k_neighbors=8)
	Compute the angular distribution function (ADF) using nearest neighbors.
template<typename T , size_t N>
std::vector< T >	ps::distance_to_boundary (const std::vector< Point< T, N > > &points, const std::array< std::pair< T, T >, N > &axis_ranges)
	Compute the distance of each point to the domain boundary.
template<typename T , size_t N>
std::vector< T >	ps::first_neighbor_distance_squared (std::vector< Point< T, N > > &points)
	Computes the squared distance to the nearest neighbor for each point.
template<typename T , size_t N>
std::vector< T >	ps::local_density_knn (const std::vector< Point< T, N > > &points, size_t k=8)
	Compute local point density based on k-nearest neighbors in N dimensions.
template<typename T , size_t N>
std::vector< std::vector< size_t > >	ps::nearest_neighbors_indices (const std::vector< Point< T, N > > &points, size_t k_neighbors=8)
	Finds the nearest neighbors for each point in a set.
template<typename T , size_t N>
std::pair< std::vector< T >, std::vector< T > >	ps::radial_distribution (const std::vector< Point< T, N > > &points, const std::array< std::pair< T, T >, N > &axis_ranges, T bin_width, T max_distance)
	Compute the normalized radial distribution function g(r).