Dense Layer, Add

added the dense layer with a forward functions. I also made the add functions for most cases.

main.cpp

@@ -40,6 +40,9 @@
 #include <tensor/vector.hpp>
 #include <tensor/matrix.hpp>
 #include <io/print_tensor.hpp>
+#include <math/matmul.hpp>
+#include <neural_network/layer/layer_dense.hpp>
+#include <math/add.hpp>
 
 //---------------------------------------------------------------------------------------------------------------------------
 // DEFINE DESCRIPTION
@@ -52,11 +55,11 @@
 // VARIABLE DESCRIPTION
 //---------------------------------------------------------------------------------------------------------------------------
 // Variable difinition like:
-panic::real_t x = 2.4;
+panic::types::real_t x = 2.4;
 
 panic::tensor::real_vector a(3);
 panic::tensor::uint_vector b(3);
-panic::tensor::int_vector c(10);
+panic::tensor::int_vector c(3);
 
 panic::tensor::real_matrix A(2,2, 1);
 panic::tensor::uint_matrix B(2,2, 2);
@@ -90,6 +93,19 @@ int main(void) {
 	panic::io::print_matrix(B);
 	panic::io::print_matrix(C);
 
+	panic::tensor::real_matrix A1(100, 100, 0.999/100);
+	panic::tensor::real_matrix A2(100, 100, 100);
+	
+
+	for (panic::types::uint_t i = 0; i < 5; ++i)
+	{
+		std::cout << A2(0,0) << std::endl;
+		A2 = panic::math::matmul(A1, A2);
+	}
+
+	panic::tensor::real_matrix B1(25, 100, 100);
+	panic::neural_network::layer_dense dense(100,10);
+	std::cout << dense.forward(B1) << std::endl;