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 +1,33 @@
+#pragma once
+
+#include "core/omp_config.h"
+
+#include "utils/vector.h"
+#include "utils/matrix.h"
+#include "modules/neural_networks/layers/Layer.h"
+
+
+
+namespace neural_networks{
+
+	template <typename T>
+	struct Activation_Linear : Layer<T>{
+
+		utils::Matrix<T> _inputs;
+		utils::Matrix<T> outputs;
+
+		utils::Matrix<T> dinputs;
+
+        void forward(const utils::Matrix<T>& inputs){
+        	_inputs = inputs;
+		    outputs = inputs;
+        }
+        void backward(const utils::Matrix<T>& dvalues){
+        	
+        	dinputs = dvalues;
+        }
+	};
+
+
+
+} // end namespace neural_networks