123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051 |
- #ifndef PREPROCESSING_H
- #define PREPROCESSING_H
-
- typedef struct feature Feature;
- struct feature
- {
- float value;
- Feature *next_feature;
- };
-
- typedef struct onehotlabel OneHotLabel;
- struct onehotlabel
- {
- float value;
- OneHotLabel *next;
- };
-
- typedef enum type Type;
- enum type
- {
- TRAIN = 0 , TEST = 1 , VALID = 2
- };
-
- typedef struct sample Sample;
- struct sample
- {
- Feature *first_feature;
- OneHotLabel *first_hot;
- Sample *next_sample;
- Type t;
- };
-
- typedef struct data Data;
- struct data
- {
- Sample *first_sample;
- Sample *last_sample;
- int size;
- };
-
- Feature *init_feature(float value);
- OneHotLabel *init_onehotlabel(float value);
- Sample *init_sample();
- Data *init_data();
- void add_sample_to_data(Data *data, Sample *sample);
- void destroy_sample(Sample *sample);
- void destroy_data(Data *data);
- Data *csv_to_samples(char *path_to_csv, int n_features, char *features_separator, float train_percent, char *apply_onthot_encode, int n_classes);
- void print_data(const Data *data);
-
- #endif
|