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/* This file is part of the Gudhi Library. The Gudhi library
* (Geometric Understanding in Higher Dimensions) is a generic C++
* library for computational topology.
*
* Authors: Francois Godi, small modifications by Pawel Dlotko
*
* Copyright (C) 2015 INRIA
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
#include <gudhi/SW.h>
//#include <gudhi/PSS.h>
//#include <gudhi/PWG.h>
#include <iostream>
#include <vector>
#include <utility> // for pair
#include <limits> // for numeric_limits
int main() {
std::vector< std::pair<double, double> > v1, v2;
v1.emplace_back(2.7, 3.7);
v1.emplace_back(9.6, 14.);
v1.emplace_back(34.2, 34.974);
v2.emplace_back(2.8, 4.45);
v2.emplace_back(9.5, 14.1);
double b1 = Gudhi::sliced_wasserstein::compute_approximate_SW (v1, v2);
double b2 = Gudhi::sliced_wasserstein::compute_exact_SW (v1, v2);
std::cout << "Approximate Sliced Wasserstein distance = " << b1 << std::endl;
std::cout << "Exact Sliced Wasserstein distance = " << b2 << std::endl;
}
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