// Oh boy, why am I about to do this....
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#ifndef NETWORK_H
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#define NETWORK_H
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#include "image.h"
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#include "data.h"
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typedef enum {
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CONVOLUTIONAL,
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CONNECTED,
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MAXPOOL,
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SOFTMAX
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} LAYER_TYPE;
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typedef struct {
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int n;
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void **layers;
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LAYER_TYPE *types;
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int outputs;
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double *output;
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} network;
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network make_network(int n);
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void forward_network(network net, double *input);
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void backward_network(network net, double *input, double *truth);
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void update_network(network net, double step, double momentum, double decay);
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double train_network_sgd(network net, data d, int n, double step, double momentum,double decay);
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double train_network_batch(network net, data d, int n, double step, double momentum,double decay);
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void train_network(network net, data d, double step, double momentum, double decay);
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matrix network_predict_data(network net, data test);
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double network_accuracy(network net, data d);
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double *get_network_output(network net);
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double *get_network_output_layer(network net, int i);
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double *get_network_delta_layer(network net, int i);
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double *get_network_delta(network net);
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int get_network_output_size_layer(network net, int i);
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int get_network_output_size(network net);
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image get_network_image(network net);
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image get_network_image_layer(network net, int i);
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int get_predicted_class_network(network net);
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void print_network(network net);
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void visualize_network(network net);
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#endif
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