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LINEAR ALGEBRA OPERATIONS +/* + * Linear Algebra Sample File + * * test driver program on the implementations for some basic Linear Algebra * operations. * @@ -10,43 +12,54 @@ #include #include #include -//#include -#include "../../include/linalg/vectors.hpp" -#include "../../include/linalg/matrix.hpp" + +#include +//#include "../../include/linalg/vectors.hpp" +//#include "../../include/linalg/matrix.hpp" int main() { // declaring an object for the Vectors class is permitted mtpk::Vectors v; - std::cout << "MATRIX/VECTOR OPERATIONS EXAMPLE" << std::endl; + std::cout << "MATRIX/VECTOR OPERATIONS EXAMPLE\n" << std::endl; int x = v.add(1, 3); - std::cout << "Sum = " << x << std::endl; + std::cout << "Sum = " << x << "\n\n"; + + // declaring matrix with random negative floats + std::cout << "Creating 2x2 matrix (MAT1) of random negative floats\n"; + auto matrix_neg = mtpk::mtx::randn(2, 2); + matrix_neg.print_shape(); + matrix_neg.print_mtx(); + + // declaring matrix with random positive floats + std::cout << "Creating 2x2 matrix (MAT1) of random positive floats\n"; + auto matrix_pos = mtpk::mtx::rand(2, 2); + matrix_pos.print_shape(); + matrix_pos.print_mtx(); + + std::cout << "Multiply each element of the matrix(MAT1) by itself" << "\n"; + (matrix_pos.scalar_mult(2.f)).print_mtx(); - // declaring matrix with random floats - std::cout << "Creating 2x2 matrix of random floats" << "\n"; - auto MAT1 = mtpk::mtx::randn(2, 2); - MAT1.print_shape(); - MAT1.print_mtx(); // declare a matrix of zeros with 3 x 5 dimensions std::cout << "Creating 3x5 matrix of 0's" << "\n"; - auto MAT2 = mtpk::Matrix(3, 5); - MAT2.print_shape(); - MAT2.print_mtx(); + auto matrix_zero = mtpk::Matrix(3, 5); + matrix_zero.print_shape(); + matrix_zero.print_mtx(); // another method to declare a matrix of zeros with 8 x 9 dimensions std::cout << "Creating 8x9 matrix of 0's" << "\n"; - auto MAT3 = mtpk::mtx::zeros(8, 9); - MAT3.print_shape(); - MAT3.print_mtx(); - - // declare a matrix - // auto MAT4 = mtpk::Matrix(); + auto matrix_zero_2 = mtpk::mtx::zeros(8, 9); + matrix_zero_2.print_shape(); + matrix_zero_2.print_mtx(); - // MAT4.print_shape(); - // MAT4.print_mtx(); + // declare matrix of ones with 8 x 9 dimensions + std::cout << "Creating 8x9 matrix of 1's" << "\n"; + auto matrix_one = mtpk::mtx::ones(8, 9); + matrix_one.print_shape(); + matrix_one.print_mtx(); return 0; }