#include #include #include #include #include #include #include // for std::numeric_limits int main() { // Type definitions using Simplex_tree = Gudhi::Simplex_tree<>; using Filtration_value = Simplex_tree::Filtration_value; using Rips_complex = Gudhi::rips_complex::Rips_complex; using Distance_matrix = std::vector>; // User defined distance matrix is: // | 0 0.94 0.77 0.99 0.11 | // | 0.94 0 0.26 0.99 0.39 | // | 0.77 0.26 0 0.28 0.97 | // | 0.99 0.99 0.28 0 0.30 | // | 0.11 0.39 0.97 0.30 0 | Distance_matrix distances; distances.push_back({}); distances.push_back({0.94}); distances.push_back({0.77, 0.26}); distances.push_back({0.99, 0.99, 0.28}); distances.push_back({0.11, 0.39, 0.97, 0.30}); // ---------------------------------------------------------------------------- // Init of a Rips complex from points // ---------------------------------------------------------------------------- double threshold = 1.0; Rips_complex rips_complex_from_points(distances, threshold); Simplex_tree stree; rips_complex_from_points.create_complex(stree, 1); // ---------------------------------------------------------------------------- // Display information about the one skeleton Rips complex // ---------------------------------------------------------------------------- std::clog << "Rips complex is of dimension " << stree.dimension() << " - " << stree.num_simplices() << " simplices - " << stree.num_vertices() << " vertices." << std::endl; std::clog << "Iterator on Rips complex simplices in the filtration order, with [filtration value]:" << std::endl; for (auto f_simplex : stree.filtration_simplex_range()) { std::clog << " ( "; for (auto vertex : stree.simplex_vertex_range(f_simplex)) { std::clog << vertex << " "; } std::clog << ") -> " << "[" << stree.filtration(f_simplex) << "] "; std::clog << std::endl; } return 0; }