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diff --git a/src/Kernels/test/test_kernel.cpp b/src/Kernels/test/test_kernel.cpp
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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.
+ *
+ * Author(s): Mathieu Carrière
+ *
+ * Copyright (C) 2017 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/>.
+ */
+
+#define BOOST_TEST_DYN_LINK
+#define BOOST_TEST_MODULE "kernel"
+
+#include <boost/test/unit_test.hpp>
+#include <cmath> // float comparison
+#include <limits>
+#include <string>
+#include <vector>
+#include <algorithm> // std::max
+#include <gudhi/kernel.h>
+#include <gudhi/distance_functions.h>
+#include <gudhi/reader_utils.h>
+
+BOOST_AUTO_TEST_CASE(check_PSS) {
+ std::vector< std::pair<double, double> > v1, v2;
+ v1.emplace_back(std::pair<double,double>(0,1));
+ v2.emplace_back(std::pair<double,double>(0,2));
+ BOOST_CHECK(std::abs(Gudhi::kernel::pssk(v1,v2,1) - Gudhi::kernel::approx_pssk(v1,v2,1)) <= 1e-1);
+}
+
+BOOST_AUTO_TEST_CASE(check_PWG) {
+ std::vector< std::pair<double, double> > v1, v2;
+ v1.emplace_back(std::pair<double,double>(0,1));
+ v2.emplace_back(std::pair<double,double>(0,2));
+ BOOST_CHECK(std::abs(Gudhi::kernel::lpwgk(v1,v2,1) - Gudhi::kernel::approx_lpwgk(v1,v2,1)) <= 1e-1);
+ BOOST_CHECK(std::abs(Gudhi::kernel::gpwgk(v1,v2,1,1) - Gudhi::kernel::approx_gpwgk(v1,v2,1,1)) <= 1e-1);
+}
+
+BOOST_AUTO_TEST_CASE(check_SW) {
+ std::vector< std::pair<double, double> > v1, v2;
+ v2.emplace_back(std::pair<double,double>(0,2));
+ BOOST_CHECK(std::abs(Gudhi::kernel::sw(v1,v2) - Gudhi::kernel::approx_sw(v1,v2)) <= 1e-3);
+ BOOST_CHECK(std::abs(Gudhi::kernel::sw(v1,v2) - 2*std::sqrt(2)/3.1415) <= 1e-3);
+}