feat: ✨ Create Neural network for XOR

main.h

@@ -0,0 +1,26 @@
+//
+// Created by Louis Gallet on 24/09/2024.
+//
+
+#ifndef MAIN_H
+#define MAIN_H
+#include <sys/_types/_size_t.h>
+#include <math.h>
+#include <stdlib.h>
+
+#define NUM_INPUTS 2
+#define NUM_HIDDEN 2
+#define NUM_OUTPUTS 1
+#define NUM_TRAINING_SETS 4
+
+double sigmoid(double x);
+double sigmoid_derivative(double x);
+double init_weights();
+void shuffle(int *array, size_t n);
+void backup_weights(char filename[], double hiddenWeights[NUM_INPUTS][NUM_HIDDEN], double hiddenLayerBias[NUM_HIDDEN],
+                    double outputWeights[NUM_HIDDEN][NUM_OUTPUTS], double outputLayerBias[NUM_OUTPUTS]);
+
+
+int main();
+
+#endif //MAIN_H