From 8f776e61b2650486873516f903cb199e321e10f5 Mon Sep 17 00:00:00 2001
From: Soikk
Date: Mon, 5 Sep 2022 14:31:44 +0200
Subject: Initial commit

---
 neural.h | 55 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 55 insertions(+)
 create mode 100644 neural.h

(limited to 'neural.h')

diff --git a/neural.h b/neural.h
new file mode 100644
index 0000000..501055e
--- /dev/null
+++ b/neural.h
@@ -0,0 +1,55 @@
+#pragma once
+#ifndef NEURAL_H
+#define NEURAL_H
+
+#define __MINGW_FEATURES__ 1
+
+#include <math.h>
+#include <time.h>
+#include <stdlib.h>
+#include <stdarg.h>
+#include "../matrix/matrix.h"
+#include "image/image.h"
+
+
+typedef enum{
+	LINEAR, RELU, SIGMOID, TANH,
+	//HE, XAVIER,
+} FUNCTIONS;
+
+typedef struct layer{
+	FUNCTIONS function;
+	int inputs;
+	int nneurons;
+	matrix *weights;
+	matrix *bias;
+	matrix *neurons;
+} layer;
+
+typedef struct net{
+	long double learningrate;
+	int inputs;
+	int outputs;
+	int nlayers;
+	matrix *input;
+	layer **layers;
+} net;
+
+typedef long double (*func)(long double);
+
+
+net *newNet(FUNCTIONS function, long double learningrate, int inputs, int outputs, int nlayers, ...);
+
+void saveNet(net *n, FILE *fp);
+
+net *loadNet(FILE *fp);
+
+matrix *propagate(net *n, matrix *input);
+
+void backPropagate(net *n, matrix *expected);
+
+void feedData(matrix *m, long double array[m->rows][m->cols]);
+
+matrix *imageToInput(image *im);
+
+#endif
-- 
cgit v1.2.3