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minor changes

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This commit is contained in:
Thomas 2023-09-22 12:54:04 +02:00
parent 0e2c972d0f
commit 3349ce7a43
4 changed files with 68 additions and 102 deletions
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9
neuronal_network.h
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@ -1,11 +1,9 @@
#pragma once
#include "matrix.h"
#include "image.h"
typedef struct {
int input_size;
//Matrix* input; as local variable given to function
// hidden layers
int hidden_size;
@ -19,7 +17,6 @@ typedef struct {
int output_size;
Matrix* weights_output;
Matrix* bias_output;
//Matrix* output; as local variable given to function
double learning_rate;
@ -28,16 +25,16 @@ typedef struct {
static const int MAX_BYTES = 100;
Neural_Network* new_network(int input_size, int hidden_size, int output_size, double learning_rate);
//void print_network(Neural_Network* network);
void randomize_network(Neural_Network* network, int scope);
void free_network(Neural_Network* network);
void save_network(Neural_Network* network);
Neural_Network* load_network(char* file);
void print_network(Neural_Network* network);
double measure_network_accuracy(Neural_Network* network, Image** images, int amount);
Matrix* predict_image(Neural_Network* network, Image* image);
Matrix* predict(Neural_Network* network, Matrix* image_data);
void train_network(Neural_Network* network, Image *image, int label);
void batch_train_network(Neural_Network* network, Image** images, int size);