2013-11-13 22:50:38 +04:00
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#ifndef DATA_H
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#define DATA_H
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2013-12-07 01:26:09 +04:00
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#include "matrix.h"
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2013-11-13 22:50:38 +04:00
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typedef struct{
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2013-12-07 01:26:09 +04:00
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matrix X;
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matrix y;
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int shallow;
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} data;
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2013-11-13 22:50:38 +04:00
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2013-12-07 01:26:09 +04:00
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void free_data(data d);
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2014-02-14 22:26:31 +04:00
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data load_data_image_pathfile(char *filename, char **labels, int k, int h, int w);
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2013-12-07 01:26:09 +04:00
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data load_data_image_pathfile_part(char *filename, int part, int total,
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2014-02-14 22:26:31 +04:00
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char **labels, int k, int h, int w);
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data load_data_image_pathfile_random(char *filename, int n, char **labels,
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int k, int h, int w);
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2013-12-07 01:26:09 +04:00
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data load_categorical_data_csv(char *filename, int target, int k);
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void normalize_data_rows(data d);
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2014-02-14 22:26:31 +04:00
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void scale_data_rows(data d, float s);
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2013-12-07 01:26:09 +04:00
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void randomize_data(data d);
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2013-12-07 21:38:50 +04:00
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data *split_data(data d, int part, int total);
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2013-11-13 22:50:38 +04:00
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#endif
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