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[language_classification] Automatic hyperparameter optimization using either the cross-validation set or two distinct subsets of the training set

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Al
2016-01-17 21:11:37 -05:00
parent af5689ee52
commit f808f74271
6 changed files with 299 additions and 112 deletions
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src/language_classifier_io.h
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@@ -42,8 +42,8 @@ language_classifier_data_set_t *language_classifier_data_set_init(char *filename
bool language_classifier_data_set_next(language_classifier_data_set_t *self);
void language_classifier_data_set_destroy(language_classifier_data_set_t *self);
language_classifier_minibatch_t *language_classifier_data_set_get_minibatch_with_size(language_classifier_data_set_t *self, size_t batch_size, bool with_country);
language_classifier_minibatch_t *language_classifier_data_set_get_minibatch(language_classifier_data_set_t *self, bool with_country);
language_classifier_minibatch_t *language_classifier_data_set_get_minibatch_with_size(language_classifier_data_set_t *self, khash_t(str_uint32) *labels, size_t batch_size);
language_classifier_minibatch_t *language_classifier_data_set_get_minibatch(language_classifier_data_set_t *self, khash_t(str_uint32) *labels);
void language_classifier_minibatch_destroy(language_classifier_minibatch_t *self);
#endif