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Diffstat (limited to 'src/Gudhi_stat/example/vector_representation.cpp')
-rw-r--r-- | src/Gudhi_stat/example/vector_representation.cpp | 78 |
1 files changed, 78 insertions, 0 deletions
diff --git a/src/Gudhi_stat/example/vector_representation.cpp b/src/Gudhi_stat/example/vector_representation.cpp new file mode 100644 index 00000000..4e9cd1a6 --- /dev/null +++ b/src/Gudhi_stat/example/vector_representation.cpp @@ -0,0 +1,78 @@ +/* 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): Pawel Dlotko + * + * Copyright (C) 2015 INRIA Sophia-Saclay (France) + * + * 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/concretizations/Vector_distances_in_diagram.h> +#include <iostream> + + +#include <gudhi/reader_utils.h> +#include <vector> +#include <cmath> +#include <iomanip> + +using namespace Gudhi; +using namespace Gudhi::Gudhi_stat; + +using namespace std; + + +double epsilon = 0.000005; + + + +int main( int argc , char** argv ) +{ + if ( argc < 2 ) + { + cout << "To run this program, please provide the name of a file with persistence diagram. If you provide two files, we will do distance, scalar produc and average computations \n"; + return 1; + } + + Vector_distances_in_diagram< euclidean_distance<double> > p( argv[1] , 100 ); + + cout << "This is a vector corresponding to the input persistence diagram : \n"; + cout << p << endl; + + + + if ( argc == 3 ) + { + Vector_distances_in_diagram< euclidean_distance<double> > p_prime( argv[2] , 100); + + cout << "p_prime : " <<p_prime << endl; + + cout << "Distance between input persistence diagrams : " << p.distance( (Abs_Topological_data_with_distances*)(&p_prime) ) << endl; + std::vector< Abs_Topological_data_with_averages* > to_average; + to_average.push_back( (Abs_Topological_data_with_averages*)(&p) ); + to_average.push_back( (Abs_Topological_data_with_averages*)(&p_prime) ); + + Vector_distances_in_diagram< euclidean_distance<double> > average; + average.compute_average( to_average ); + + cout << "Here is an average : " << average << endl; + } + return 0; +} + + |