Starting on the model.h, but need to make layer structs and structs for loss and optimizers

2026-05-30 09:13:52 +02:00
parent cb65174cf4
commit edad247227
30 changed files with 1879 additions and 159 deletions
@@ -0,0 +1,37 @@
+#pragma once
+
+#include "./core/omp_config.h"
+#include "./utils/matrix.h"
+#include "./utils/vector.h"
+#include "utils/generators/linspace.h"
+
+#include <math.h>       /* sin */
+
+//#include "./utils/random.h"
+
+//#include <math.h>
+
+
+namespace neural_networks{
+
+		template <typename T>
+		void create_sine_data(const uint64_t samples, const T length, utils::Matrix<T>& X, utils::Matrix<T>& y) {
+
+			X.resize(samples, 1);
+			X.set_col(0, utils::linspace(
+				T{0},								// start
+				length,								// stop
+				samples,							// N
+				true								// endpoint
+				));
+
+			y.resize(samples, 1);
+
+
+			for (uint64_t i = 0; i < samples; ++i){
+				y(i,0) = std::sin(X(i,0));
+			}
+		}
+
+
+} // end namesoace NN