wasserstein.cpp File Reference

#include "wasserstein.h"
#include "distribution.h"
#include <cmath>
#include <algorithm>
#include <omp.h>

Include dependency graph for wasserstein.cpp:

Namespaces
namespace	cmp

Functions
double	cmp::wasserstein1D (Eigen::VectorXd &s1, Eigen::VectorXd &s2, double p)
	Computes the 1D Wasserstein distance between two empirical distributions.
double	cmp::slicedWassersteinDistance (const Eigen::MatrixXd &samples_1, const Eigen::MatrixXd &samples_2, double p, int slices, size_t seed=42)
	Computes the sliced-Wasserstein distance of order p between two n-dimensional datasets.