experiment_evaluation

Submodules

• NLP_metrics
  • ROUGEMetric
    • ROUGEMetric.calculate_metric()
    • ROUGEMetric.prepare_text()
    • ROUGEMetric.dump_answer_text_to_disk()
  • ROUGEPerlMetric
    • ROUGEPerlMetric.calculate_metric()
    • ROUGEPerlMetric.dump_answer_text_to_disk()
    • ROUGEPerlMetric.regex_clean_text()
  • ExactMatchTextMetric
    • ExactMatchTextMetric.calculate_metric()
    • ExactMatchTextMetric.normalize_answer()
  • F1TextMetric
    • F1TextMetric.calculate_metric()
    • F1TextMetric.compute_f1()
    • F1TextMetric.get_tokens()
  • BLEUSentenceScoreMetric
    • BLEUSentenceScoreMetric.calculate_metric()
    • BLEUSentenceScoreMetric.dump_translation_text_to_disk()
    • BLEUSentenceScoreMetric.check_transl_sent_num_match()
  • BLEUCorpusScoreMetric
    • BLEUCorpusScoreMetric.calculate_metric()
  • BLEUScoreStrTorchNLPMetric
    • BLEUScoreStrTorchNLPMetric.calculate_metric()
  • PerplexityMetric
    • PerplexityMetric.calculate_metric()
  • GLUEMetric
    • GLUEMetric.calculate_metric()
  • XNLIMetric
    • XNLIMetric.calculate_metric()
• NLP_result_package
  • QuestionAnswerResultPackage
    • QuestionAnswerResultPackage.prepare_results_dict()
    • QuestionAnswerResultPackage.set_experiment_dir_path_for_additional_results()
    • QuestionAnswerResultPackage.list_additional_results_dump_paths()
  • QuestionAnswerSpanClassificationResultPackage
    • QuestionAnswerSpanClassificationResultPackage.prepare_results_dict()
  • TextSummarizationResultPackage
    • TextSummarizationResultPackage.prepare_results_dict()
  • MachineTranslationResultPackage
    • MachineTranslationResultPackage.prepare_results_dict()
    • MachineTranslationResultPackage.set_experiment_dir_path_for_additional_results()
    • MachineTranslationResultPackage.list_additional_results_dump_paths()
  • GLUEResultPackage
    • GLUEResultPackage.prepare_results_dict()
  • XNLIResultPackage
    • XNLIResultPackage.prepare_results_dict()
• attention_heatmap
  • AttentionHeatMap
    • AttentionHeatMap.calculate_metric()
    • AttentionHeatMap.plot_sentence_attention()
    • AttentionHeatMap.prepare_folder_for_saving()