utils package¶
Submodules¶
evaluate_from_file module¶
-
utils.evaluate_from_file.CocoScore(ref, hyp, metrics_list=None, language='en')¶ Obtains the COCO scores from the references and hypotheses.
Parameters: - ref – Dictionary of reference sentences (id, sentence)
- hyp – Dictionary of hypothesis sentences (id, sentence)
- metrics_list – List of metrics to evaluate on
- language – Language of the sentences (for METEOR)
Returns: dictionary of scores
-
utils.evaluate_from_file.evaluate_from_file(args)¶ Evaluate translation hypotheses from a file or a list of files of references. :param args: Evaluation parameters :return: None
-
utils.evaluate_from_file.load_textfiles(references, hypotheses)¶ Loads the references and hypothesis text files.
Parameters: - references – References files.
- hypotheses – Hypotheses file.
Returns:
preprocess_binary_word_vectors module¶
-
utils.preprocess_binary_word_vectors.parse_args()¶
-
utils.preprocess_binary_word_vectors.word2vec2npy(v_path, base_path_save, dest_filename)¶ Preprocess pretrained binary vectors and stores them in a suitable format. :param v_path: Path to the binary vectors file. :param base_path_save: Path where the formatted vectors will be stored. :param dest_filename: Filename of the formatted vectors.
preprocess_text_word_vectors module¶
-
utils.preprocess_text_word_vectors.parse_args()¶
-
utils.preprocess_text_word_vectors.txtvec2npy(v_path, base_path_save, dest_filename)¶ Preprocess pretrained text vectors and stores them in a suitable format :param v_path: Path to the text vectors file. :param base_path_save: Path where the formatted vectors will be stored. :param dest_filename: Filename of the formatted vectors.
utils module¶
-
utils.utils.update_parameters(params, updates, restrict=False)¶ Updates the parameters from params with the ones specified in updates :param params: Parameters dictionary to update :param updates: Updater dictionary :param restrict: If True, parameters from the original dict are not overwritten. :return: