Index

_

__call__() (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph.WhitespaceTokenizer method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph.WhitespaceTokenizer method) __char_noise_instance() (in module pyabsa.augmentation.aug_utils) __contains__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) __delitem__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) __dict_aggregate() (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) __ensemble() (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) __eq__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp method) __getattribute__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) __getitem__() (data_utils_for_inference.BERTRNACInferenceDataset method) (data_utils_for_training.GloVeRNACDataset method) (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_training.ABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_training.GloVeABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_training.ABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference.BERTABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_training.BERTBaselineABSADataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_training.GloVeCDDDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_training.BERTCDDDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils.CodeLineIterator method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training.RNACDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_training.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_training.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_training.GloVeTADDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_training.BERTTADDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_training.GloVeTCDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_training.BERTTCDataset method) __ids_mask_instance() (in module pyabsa.augmentation.aug_utils) __ids_random__instance() (in module pyabsa.augmentation.aug_utils) __iter__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.sampler_class.imblanced_sampler.ImbalancedDatasetSampler method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.DataIterator method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils.CodeLineIterator method) __len__() (data_utils_for_inference.BERTRNACInferenceDataset method) (data_utils_for_training.GloVeRNACDataset method) (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset method) (pyabsa.framework.sampler_class.imblanced_sampler.ImbalancedDatasetSampler method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_training.ABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_training.GloVeABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_training.ABSADataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference.BERTABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_training.BERTBaselineABSADataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.DataIterator method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_training.GloVeCDDDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_training.BERTCDDDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils.CodeLineIterator method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training.RNACDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_training.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_training.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_training.GloVeTADDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_training.BERTTADDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_training.GloVeTCDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_training.BERTTCDataset method) __list_aggregate() (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) __name__ (in module pyabsa) __ne__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) __post_init__() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) __repr__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset method) (pyabsa.networks.losses.FocalLoss.FocalLoss method) __setattr__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) __setitem__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils.CodeLineIterator method) __str__() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset method) (pyabsa.networks.losses.FocalLoss.FocalLoss method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils.CodeLineIterator method) __token_noise_instance() (in module pyabsa.augmentation.aug_utils) __version__ (in module pyabsa) __word_noise_instance() (in module pyabsa.augmentation.aug_utils) _add_token() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) _apc_config_base (in module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration) (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_bert_baseline (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_chinese (in module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration) (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_english (in module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration) (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_glove (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_multilingual (in module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration) (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_config_template (in module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration) (in module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration) _apc_utils (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference), [1] _aste_config_base (in module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration) _aste_config_chinese (in module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration) _aste_config_english (in module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration) _aste_config_multilingual (in module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration) _aste_config_template (in module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration) _atepc_config_base (in module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration) _atepc_config_chinese (in module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration) _atepc_config_english (in module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration) _atepc_config_multilingual (in module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration) _atepc_config_template (in module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration) _cache_or_load_dataset() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method)

_cdd_config_base (in module pyabsa.tasks.CodeDefectDetection.configuration.cdd_configuration) _create_examples() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor method) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor method) _delete_token() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) _dlcf_utils (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference), [1] _eos (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) _evaluate_acc_f1() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) _evaluate_f1() (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) _evaluate_r2() (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) _extract() (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor method) _get_labels() (pyabsa.framework.sampler_class.imblanced_sampler.ImbalancedDatasetSampler method) _get_remote_checkpoint() (pyabsa.framework.checkpoint_class.checkpoint_template.CheckpointManager method) _init_misc() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) _k_fold_train_and_evaluate() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) _load_dataset_and_prepare_dataloader() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) (pyabsa.tasks.UniversalSentimentAnalysis.instructor.instructor.USATrainingInstructor method) _load_word_vec() (in module pyabsa.framework.tokenizer_class.tokenizer_class) _log_write_args() (pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector.CodeDefectDetector method) (pyabsa.tasks.RNAClassification.prediction.rna_classifier.RNAClassifier method) (pyabsa.tasks.RNARegression.prediction.rna_regressor.RNARegressor method) (pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier.TADTextClassifier method) (pyabsa.tasks.TextClassification.prediction.text_classifier.TextClassifier method) _pkg_version (in module pyabsa.framework.checkpoint_class.checkpoint_utils) (in module pyabsa.utils.check_utils.package_version_check) _prepare_corrupt_code() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) _prepare_dataloader() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) _prepare_env() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) _read_tsv() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.DataProcessor class method) _reload_model_state_dict() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) _replace_token() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) _reset_params() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) _resume_from_checkpoint() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) _rnac_config_base (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnac_config_chinese (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnac_config_english (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnac_config_glove (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnac_config_multilingual (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnac_config_template (in module pyabsa.tasks.RNAClassification.configuration.rnac_configuration) _rnar_config_base (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _rnar_config_chinese (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _rnar_config_english (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _rnar_config_glove (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _rnar_config_multilingual (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _rnar_config_template (in module pyabsa.tasks.RNARegression.configuration.rnar_configuration) _run() (pyabsa.framework.trainer_class.trainer_template.Trainer method) _run_prediction() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.predictor_class.predictor_template.Predictor method) (pyabsa.tasks.__SubtaskTemplate__.prediction.predictor.AliasedClassifier method) (pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier.SentimentClassifier method) (pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor.AspectSentimentTripletExtractor method) (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor method) (pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector.CodeDefectDetector method) (pyabsa.tasks.RNAClassification.prediction.rna_classifier.RNAClassifier method) (pyabsa.tasks.RNARegression.prediction.rna_regressor.RNARegressor method) (pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier.TADTextClassifier method) (pyabsa.tasks.TextClassification.prediction.text_classifier.TextClassifier method) (pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor.USAPredictor method) _switch_token() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) _tad_config_base (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tad_config_chinese (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tad_config_english (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tad_config_glove (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tad_config_multilingual (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tad_config_template (in module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) _tc_config_base (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tc_config_chinese (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tc_config_english (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tc_config_glove (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tc_config_multilingual (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tc_config_template (in module pyabsa.tasks.TextClassification.configuration.tc_configuration) _tie_or_clone_weights() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq method) _train() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) _train_and_evaluate() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) _usa_config_base (in module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration) _usa_config_chinese (in module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration) _usa_config_english (in module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration) _usa_config_multilingual (in module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration) _usa_config_template (in module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration)

A

a_2 (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.LayerNorm attribute) ABSADataset (class in pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_training) (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_training) ABSADatasetList (in module pyabsa) ABSAGenerator (class in pyabsa.tasks.ABSAInstruction.model) ABSAInferenceDataset (class in pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference) Absolute_Position_Embedding (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf) (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert) ACL_Twitter (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) 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B

b_2 (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.LayerNorm attribute) BackTranslationAug (pyabsa.augmentation.apc_augment.apc_augment.AugmentBackend attribute) (pyabsa.augmentation.text_augment.tc_augment.AugmentBackend attribute) BaseTrainingInstructor (class in pyabsa.framework.instructor_class.instructor_template) batch_count (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.DataIterator attribute) batch_first (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) (pyabsa.networks.squeeze_embedding.SqueezeEmbedding attribute) batch_infer() (pyabsa.framework.predictor_class.predictor_template.Predictor method) (pyabsa.tasks.__SubtaskTemplate__.prediction.predictor.AliasedClassifier method) (pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier.SentimentClassifier method) (pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor.AspectSentimentTripletExtractor method) 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(pyabsa.tasks.RNAClassification.prediction.rna_classifier.RNAClassifier method) (pyabsa.tasks.RNARegression.prediction.rna_regressor.RNARegressor method) (pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier.TADTextClassifier method) (pyabsa.tasks.TextClassification.prediction.text_classifier.TextClassifier method) (pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor.USAPredictor method) (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) Beam (class in pyabsa.tasks.CodeDefectDetection.models.__plm__.models) beam_size (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) BERT (class in pyabsa.tasks.__SubtaskTemplate__.models.model) bert (pyabsa.tasks.__SubtaskTemplate__.models.model.BERT attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base.BERT_MLP attribute) 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(pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert.LCF_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert.LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert.LCFS_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) bert_SA (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert.FAST_LCF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att.FAST_LCF_BERT_ATT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert.FAST_LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert.LCF_BERT 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(pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer static method) buildTargetTokens() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method)

C

Cabasc (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ClassicAPCModelList attribute) Cabasc_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList attribute) cal_perplexity (pyabsa.framework.prediction_class.predictor_template.InferenceModel attribute) (pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier.TADTextClassifier attribute) calc_stats() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) calculate_cluster() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca) calculate_dep_dist() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module 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classifier (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert.LCA_BERT attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer attribute) 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(pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert.IAN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert.MemNet_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.AlignmentMatrix attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.LocationEncoding attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert.RAM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.Absolute_Position_Embedding attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) 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attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset attribute) (pyabsa.tasks.RNAClassification.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTMLayer attribute) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MultiHeadSelfAttention attribute) (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNAClassification.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset attribute) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset attribute) (pyabsa.tasks.RNARegression.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTMLayer attribute) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MultiHeadSelfAttention attribute) (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNARegression.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset attribute) (pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm.TADLSTM attribute) (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset attribute) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset attribute) (pyabsa.tasks.TextClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference.USAInferenceDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training.USATrainingDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel attribute)

config_check() (in module pyabsa.framework.configuration_class.config_verification) ConfigManager (class in pyabsa.framework.configuration_class.configuration_template) configure_dlcf_spacy_model() (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca) configure_spacy_model() (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph) context_attention() (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT method) contextual_code_noise_instance() (in module pyabsa.augmentation.aug_utils) contextual_ids_noise_instance() (in module pyabsa.augmentation.aug_utils) contextual_noise_instance() (in module pyabsa.augmentation.aug_utils) ContextualWordEmbsAug (pyabsa.augmentation.apc_augment.apc_augment.AugmentBackend attribute) (pyabsa.augmentation.text_augment.tc_augment.AugmentBackend attribute) convert_apc_examples_to_features() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference) convert_apc_set_to_atepc_set() (in module pyabsa.utils.absa_utils.absa_utils) convert_ate_examples_to_features() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference) convert_atepc() (in module pyabsa.utils.absa_utils.absa_utils) convert_binary_pred_to_two_dimension() (pyabsa.networks.losses.FocalLoss.FocalLoss static method) convert_examples_to_features() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) convert_ids_to_tokens() (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) convert_tokens_to_ids() (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) convs3 (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) copy_side_aspect() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) covert_to_tensor() (pyabsa.framework.dataset_class.dataset_template.PyABSADataset static method) CPU (pyabsa.framework.flag_class.flag_template.DeviceTypeOption attribute) cpu() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.predictor_class.predictor_template.Predictor method) create_datasets() (pyabsa.tasks.ABSAInstruction.data_utils.InstructDatasetLoader method) cross_entropy (pyabsa.networks.losses.LDAMLoss.LDAMLoss attribute) ctx_lstm (pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa.AOA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert.AOA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) CUDA (pyabsa.framework.flag_class.flag_template.DeviceTypeOption attribute) cuda() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.predictor_class.predictor_template.Predictor method) current_version (in module pyabsa.framework.checkpoint_class.checkpoint_utils), [1] (in module pyabsa.utils.check_utils.package_version_check), [1] CustomSeq2SeqTrainer (class in pyabsa.tasks.UniversalSentimentAnalysis.models.model)

D

data (data_utils_for_inference.BERTRNACInferenceDataset attribute) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset attribute) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference.BERTABSAInferenceDataset attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset attribute) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset attribute) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset attribute) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset attribute) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset attribute) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset attribute) data_collator (pyabsa.tasks.ABSAInstruction.model.T5Classifier attribute) (pyabsa.tasks.ABSAInstruction.model.T5Generator attribute) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel attribute) data_num (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric attribute) data_utils_for_inference module data_utils_for_training module DataIterator (class in pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) DataProcessor (class in pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training) dataset (pyabsa.framework.prediction_class.predictor_template.InferenceModel attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor.AspectSentimentTripletExtractor attribute) (pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor.USAPredictor attribute) dataset_type (data_utils_for_inference.BERTRNACInferenceDataset attribute) (pyabsa.framework.dataset_class.dataset_template.PyABSADataset attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference.USAInferenceDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training.USATrainingDataset attribute) DatasetDict (class in pyabsa.framework.dataset_class.dataset_dict_class) DatasetItem (class in pyabsa.utils.data_utils.dataset_item) DatasetList (class in pyabsa.utils.data_utils.dataset_list) dca_lin (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) dca_pool (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) dca_sa (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) decode() (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) decoder (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) DefectModel (class in pyabsa.tasks.CodeDefectDetection.models.__plm__.models) dense (pyabsa.networks.lcf_pooler.LCF_Pooler attribute) (pyabsa.tasks.__SubtaskTemplate__.models.model.BERT attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa.AOA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.atae_lstm.ATAE_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian.IAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet.MemNet attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram.RAM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tc_lstm.TC_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.td_lstm.TD_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base.BERT_MLP attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert.FAST_LCF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att.FAST_LCF_BERT_ATT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert.FAST_LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert.LCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert.LCF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert.LCF_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert.LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert.LCFS_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert.AOA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.atae_lstm_bert.ATAE_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert.IAN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.lstm_bert.LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert.MemNet_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert.RAM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tc_lstm_bert.TC_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.td_lstm_bert.TD_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.RobertaClassificationHead attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) (pyabsa.tasks.RNAClassification.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNAClassification.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.RNARegression.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNARegression.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.TextClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.TextClassification.models.__plm__.bert.BERT_MLP attribute)

dense1 (pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm.TADLSTM attribute) (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) dense2 (pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm.TADLSTM attribute) (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) dense3 (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) dep_embed_dim (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) dependency_adj_matrix() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph) deprel (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) deprel_emb (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) deprel_vocab (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) destroy() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.trainer_class.trainer_template.Trainer method) detect_dataset() (in module pyabsa.utils.data_utils.dataset_manager) detect_error_in_dataset() (in module pyabsa.utils.absa_utils.absa_utils) detect_infer_dataset() (in module pyabsa.utils.data_utils.dataset_manager) device (pyabsa.tasks.ABSAInstruction.model.T5Generator attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel attribute) DeviceTypeOption (class in pyabsa.framework.flag_class.flag_template) Devign (pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list.CDDDatasetList attribute) dim_e (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy attribute) dist_embed (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) DLCF_DCA_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) DLCFS_DCA_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) DO_NOT_SAVE_MODEL (pyabsa.framework.flag_class.flag_template.ModelSaveOption attribute) done() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method) download_all_available_datasets() (in module pyabsa.utils.data_utils.dataset_manager) download_checkpoint() (in module pyabsa.framework.checkpoint_class.checkpoint_utils) download_dataset_by_name() (in module pyabsa.utils.data_utils.dataset_manager) dropout (pyabsa.networks.attention.Attention attribute) (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) (pyabsa.networks.point_wise_feed_forward.PositionwiseFeedForward attribute) (pyabsa.networks.sa_encoder.BertSelfAttention attribute) (pyabsa.tasks.__SubtaskTemplate__.models.model.BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base.BERT_MLP attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.PointwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.PointwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert.FAST_LCF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att.FAST_LCF_BERT_ATT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert.FAST_LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert.LCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert.LCF_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert.LCF_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_template_apc.LCF_TEMPLATE_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert.LCFS_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert.LCFS_DUAL_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNAClassification.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNARegression.models.__plm__.bert.BERT_MLP attribute) dropout_output (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) Dutch_SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) DynamicLSTM (class in pyabsa.networks.dynamic_rnn)

E

EDA (pyabsa.augmentation.apc_augment.apc_augment.AugmentBackend attribute) (pyabsa.augmentation.text_augment.tc_augment.AugmentBackend attribute) edge_dim (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy attribute) embed (pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa.AOA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.atae_lstm.ATAE_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian.IAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet.MemNet attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram.RAM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tc_lstm.TC_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.td_lstm.TD_LSTM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert.AOA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.atae_lstm_bert.ATAE_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.lstm_bert.LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert.MemNet_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert.RAM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tc_lstm_bert.TC_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.td_lstm_bert.TD_LSTM_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) (pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNAClassification.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNARegression.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTM attribute) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm.TADLSTM attribute) (pyabsa.tasks.TextClassification.models.__classic__.lstm.LSTM attribute) embed_dim (pyabsa.networks.attention.Attention attribute) embedding (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer attribute) (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer attribute) embedding_matrix (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) EMCGCN (class in pyabsa.tasks.AspectSentimentTripletExtraction.models.model) (pyabsa.tasks.AspectSentimentTripletExtraction.models.ASTEModelList attribute) encode() (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) encode_input() (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction.USAInstruction method) encode_plus() (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) Encoder (class in pyabsa.networks.sa_encoder) encoder (pyabsa.networks.lsa.LSA attribute) (pyabsa.networks.sa_encoder.Encoder attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute)

encoder1 (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) encoder2 (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) encoder3 (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) encoder_left (pyabsa.networks.lsa.LSA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) encoder_right (pyabsa.networks.lsa.LSA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) English (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) English_SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) eos_id (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) eos_instruction (pyabsa.tasks.ABSAInstruction.instruction.Instruction attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction.USAInstruction attribute) eos_token (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) eos_token_id (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) eosTop (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) eps (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.LayerNorm attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.FocalLoss attribute) eta1 (pyabsa.networks.lsa.LSA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) eta2 (pyabsa.networks.lsa.LSA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) eval_dataloader (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor attribute) evaluate() (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel method) experiment_name (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) extend() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp method) extract_aspect() (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor method)

F

FAST_LCF_ATEPC (class in pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc) (pyabsa.tasks.AspectTermExtraction.models.ATEPCModelList attribute) FAST_LCF_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LCF_BERT_ATT (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LCFS_ATEPC (class in pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc) (pyabsa.tasks.AspectTermExtraction.models.ATEPCModelList attribute) FAST_LCFS_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LSA_S (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LSA_S_V2 (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LSA_T (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) FAST_LSA_T_V2 (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.LCFAPCModelList attribute) fc (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) fc1 (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) filter_key_words (in module pyabsa.utils.data_utils.dataset_manager) find_pair() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) find_triplet() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) finished (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) FinNews (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) fit_on_text() (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer method) FocalLoss (class in pyabsa.networks.losses.FocalLoss) (class in pyabsa.tasks.CodeDefectDetection.models.__plm__.models) forward() (pyabsa.networks.attention.Attention method) (pyabsa.networks.attention.NoQueryAttention method) (pyabsa.networks.bert_mean_pooler.BERTMeanPooler method) (pyabsa.networks.dynamic_rnn.DynamicLSTM method) (pyabsa.networks.lcf_pooler.LCF_Pooler method) (pyabsa.networks.losses.FocalLoss.FocalLoss method) (pyabsa.networks.losses.LDAMLoss.LDAMLoss method) (pyabsa.networks.losses.MAELoss.MAELoss method) (pyabsa.networks.losses.R2Loss.R2Loss method) (pyabsa.networks.losses.RMSELoss.RMSELoss method) (pyabsa.networks.lsa.LSA method) (pyabsa.networks.point_wise_feed_forward.PositionwiseFeedForward method) (pyabsa.networks.sa_encoder.BertSelfAttention method) (pyabsa.networks.sa_encoder.Encoder method) (pyabsa.networks.sa_encoder.SelfAttention method) (pyabsa.networks.squeeze_embedding.SqueezeEmbedding method) (pyabsa.tasks.__SubtaskTemplate__.models.model.BERT method) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa.AOA method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.GraphConvolution method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.atae_lstm.ATAE_LSTM method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian.IAN method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.lstm.LSTM method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet.MemNet method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.AlignmentMatrix method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.LocationEncoding method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram.RAM method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tc_lstm.TC_LSTM method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.td_lstm.TD_LSTM method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.Absolute_Position_Embedding method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base.BERT_MLP method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.PointwiseFeedForward method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.PointwiseFeedForward method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert.FAST_LCF_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att.FAST_LCF_BERT_ATT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert.FAST_LCFS_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert.LCA_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert.LCF_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert.LCF_DUAL_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_template_apc.LCF_TEMPLATE_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert.LCFS_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert.LCFS_DUAL_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert.AOA_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.GraphConvolution method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.atae_lstm_bert.ATAE_LSTM_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert.IAN_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.lstm_bert.LSTM_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert.MemNet_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.AlignmentMatrix method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.LocationEncoding method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert.RAM_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tc_lstm_bert.TC_LSTM_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.td_lstm_bert.TD_LSTM_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.Absolute_Position_Embedding method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit method) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.Biaffine method) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN method) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer method) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.LayerNorm method) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE method) (pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm.LSTM method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.FocalLoss method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.LDAMLoss method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.RobertaClassificationHead method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq method) (pyabsa.tasks.RNAClassification.models.__classic__.cnn.CNN method) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTM method) (pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTMLayer method) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MHSA method) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MultiHeadSelfAttention method) (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer method) (pyabsa.tasks.RNAClassification.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.RNARegression.models.__classic__.cnn.CNN method) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTM method) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTMLayer method) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MHSA method) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MultiHeadSelfAttention method) (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer method) (pyabsa.tasks.RNARegression.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm.TADLSTM method) (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT method) (pyabsa.tasks.TextClassification.models.__classic__.lstm.LSTM method) (pyabsa.tasks.TextClassification.models.__plm__.bert.BERT_MLP method)

fprint() (in module pyabsa.utils.pyabsa_utils) French_SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute)

G

gamma (pyabsa.networks.losses.FocalLoss.FocalLoss attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.FocalLoss attribute) gc1 (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit attribute) gc2 (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit attribute) gcn_dim (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) gcn_layers (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) generate_inference_set_for_apc() (in module pyabsa.utils.absa_utils.absa_utils) generate_tags() (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) GenerationModel (class in pyabsa.tasks.UniversalSentimentAnalysis.models.model) (pyabsa.tasks.UniversalSentimentAnalysis.models.USAModelList attribute) get() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.framework.flag_class.flag_template.TaskNameOption method) get_apc_config_base() (pyabsa.tasks.__SubtaskTemplate__.configuration.configuration.APCConfigManager static method) (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_bert_baseline() (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_chinese() (pyabsa.tasks.__SubtaskTemplate__.configuration.configuration.APCConfigManager static method) (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_english() (pyabsa.tasks.__SubtaskTemplate__.configuration.configuration.APCConfigManager static method) (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_glove() (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_multilingual() (pyabsa.tasks.__SubtaskTemplate__.configuration.configuration.APCConfigManager static method) (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_apc_config_template() (pyabsa.tasks.__SubtaskTemplate__.configuration.configuration.APCConfigManager static method) (pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration.APCConfigManager static method) get_aspect_extractor() (pyabsa.framework.checkpoint_class.checkpoint_template.ATEPCCheckpointManager static method) get_aspect_metrics() (pyabsa.tasks.ABSAInstruction.model.T5Generator method) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel method) get_aspect_sentiment_triplet_extractor() (pyabsa.framework.checkpoint_class.checkpoint_template.ASTECheckpointManager static method) get_aspects() (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) get_aste_config_base() (pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration.ASTEConfigManager static method) get_aste_config_chinese() (pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration.ASTEConfigManager static method) get_aste_config_english() (pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration.ASTEConfigManager static method) get_aste_config_multilingual() (pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration.ASTEConfigManager static method) get_aste_config_template() (pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration.ASTEConfigManager static method) get_atepc_config_base() (pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration.ATEPCConfigManager static method) get_atepc_config_chinese() (pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration.ATEPCConfigManager static method) get_atepc_config_english() (pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration.ATEPCConfigManager static method) get_atepc_config_multilingual() (pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration.ATEPCConfigManager static method) get_atepc_config_template() (pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration.ATEPCConfigManager static method) get_bart_vec() (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel method) get_batch() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.DataIterator method) get_batch_token_labels_bert_base_indices() (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE method) get_cdd_config_base() (pyabsa.tasks.CodeDefectDetection.configuration.cdd_configuration.CDDConfigManager static method) get_cdw_vec() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) get_classic_metrics() (pyabsa.tasks.ABSAInstruction.model.T5Generator method) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel method) get_data() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance method) get_dependencies() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) get_dev_examples() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.DataProcessor method) get_dynamic_cdm_vec() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca) get_dynamic_cdw_vec() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca) get_evaluate_spans() (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) get_examples_for_aspect_extraction() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor method) get_examples_for_sentiment_classification() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor method) get_ids_for_local_context_extractor() (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC method) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE method) get_instruction() (pyabsa.tasks.ABSAInstruction.instruction.Instruction method) get_labels() (pyabsa.framework.dataset_class.dataset_template.PyABSADataset method) (pyabsa.tasks.ABSAInstruction.model.T5Classifier method) (pyabsa.tasks.ABSAInstruction.model.T5Generator method) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor method) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor method) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.DataProcessor method) get_lca_ids_and_cdm_vec() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils)

get_logger() (in module pyabsa.utils.logger.logger) get_metrics() (pyabsa.tasks.ABSAInstruction.model.T5Classifier method) get_mlm_and_tokenizer() (in module pyabsa.utils.text_utils.mlm) get_model_size() (in module pyabsa.tasks.CodeDefectDetection.models.__plm__.models) get_opinions() (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) get_resume_checkpoint() (in module pyabsa.framework.instructor_class.instructor_template) get_rna_classifier() (pyabsa.framework.checkpoint_class.checkpoint_template.RNACCheckpointManager static method) get_rna_regressor() (pyabsa.framework.checkpoint_class.checkpoint_template.RNARCheckpointManager static method) get_rnac_config_base() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnac_config_chinese() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnac_config_english() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnac_config_glove() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnac_config_multilingual() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnac_config_template() (pyabsa.tasks.RNAClassification.configuration.rnac_configuration.RNACConfigManager static method) get_rnar_config_base() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_rnar_config_chinese() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_rnar_config_english() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_rnar_config_glove() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_rnar_config_multilingual() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_rnar_config_template() (pyabsa.tasks.RNARegression.configuration.rnar_configuration.RNARConfigManager static method) get_roberta_vec() (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel method) get_sentiment_classifier() (pyabsa.framework.checkpoint_class.checkpoint_template.APCCheckpointManager static method) get_spans() (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) get_syntax_annotation() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) get_syntax_distance() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) get_t5_vec() (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel method) get_tad_config_base() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_config_chinese() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_config_english() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_config_glove() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_config_multilingual() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_config_template() (pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration.TADConfigManager static method) get_tad_text_classifier() (pyabsa.framework.checkpoint_class.checkpoint_template.TADCheckpointManager method) get_tc_config_base() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_tc_config_chinese() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_tc_config_english() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_tc_config_glove() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_tc_config_multilingual() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_tc_config_template() (pyabsa.tasks.TextClassification.configuration.tc_configuration.TCConfigManager static method) get_test_examples() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor method) get_text_classifier() (pyabsa.framework.checkpoint_class.checkpoint_template.TCCheckpointManager static method) get_train_examples() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor method) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.DataProcessor method) get_usa_config_base() (pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration.USAConfigManager static method) get_usa_config_chinese() (pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration.USAConfigManager static method) get_usa_config_english() (pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration.USAConfigManager static method) get_usa_config_multilingual() (pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration.USAConfigManager static method) get_usa_config_template() (pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration.USAConfigManager static method) get_valid_examples() (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor method) get_vocabs() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset method) getCurrentOrigin() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method) getCurrentState() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method) getFinal() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method) getHyp() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam method) GHPR (pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list.CDDDatasetList attribute) GloVeABSADataset (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_training) GloVeABSAInferenceDataset (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference) GloVeAPCModelList (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__) GloVeCDDDataset (class in pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_training) GloVeCDDInferenceDataset (class in pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference) GloVeCDDModelList (class in pyabsa.tasks.CodeDefectDetection.models) GloVeRNACDataset (class in data_utils_for_training) (class in pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training) GloVeRNACInferenceDataset (class in pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference) GloVeRNACModelList (class in pyabsa.tasks.RNAClassification.models) GloVeRNARDataset (class in pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference) (class in pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_training) GloVeRNARModelList (class in pyabsa.tasks.RNARegression.models) GloVeTADDataset (class in pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_training) GloVeTADInferenceDataset (class in pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference) GloVeTADModelList (class in pyabsa.tasks.TextAdversarialDefense.models) GloVeTCDataset (class in pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_training) GloVeTCInferenceDataset (class in pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference) GloVeTCModelList (class in pyabsa.tasks.TextClassification.models) goldens (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric attribute) GraphConvLayer (class in pyabsa.tasks.AspectSentimentTripletExtraction.models.model) GraphConvolution (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn) (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert) gru_cell (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram.RAM attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert.RAM_BERT attribute) guid (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputExample attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputExample attribute)

H

head (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) hidden (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute)

hidden_dim (pyabsa.networks.attention.Attention attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy attribute) hidden_size (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) highway (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute)

I

IAN (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ClassicAPCModelList attribute) IAN_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList attribute) id (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) id_te_df (in module pyabsa.tasks.ABSAInstruction.multitask_train), [1] (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train), [1] id_te_labels (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) id_te_pred_labels (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) id_test_file_path (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module 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K

Kaggle (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute)

key (pyabsa.networks.sa_encoder.BertSelfAttention attribute) keys() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method)

L

label (in module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) label_id (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) label_mask (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) LABEL_PADDING (pyabsa.framework.flag_class.flag_template.LabelPaddingOption attribute) LabelPaddingOption (class in pyabsa.framework.flag_class.flag_template) Labels (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training) labels (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) 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(pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) linear_window_2h (pyabsa.networks.lsa.LSA attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) 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(pyabsa.tasks.RNAClassification.models.__classic__.lstm.LSTMLayer attribute) (pyabsa.tasks.RNARegression.models.__classic__.lstm.LSTMLayer attribute)

M

m_list (pyabsa.networks.losses.LDAMLoss.LDAMLoss attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.LDAMLoss attribute) MAELoss (class in pyabsa.networks.losses.MAELoss) make_ABSA_dataset() (in module pyabsa.utils.absa_utils.make_absa_dataset) MAMS (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) mask (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) mask() (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit method) mask_token (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) mask_token_id (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) max_length (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq attribute) max_seq_len (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) mean_pooling_double (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT attribute) MemNet (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ClassicAPCModelList attribute) MemNet_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList attribute) merge_result() (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor 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(pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) mode (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.Absolute_Position_Embedding attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.Absolute_Position_Embedding attribute) model (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.framework.prediction_class.predictor_template.InferenceModel attribute) (pyabsa.tasks.ABSAInstruction.model.T5Classifier attribute) (pyabsa.tasks.ABSAInstruction.model.T5Generator attribute) model_checkpoint (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) MODEL_CLASSES (in module pyabsa.tasks.CodeDefectDetection.models.__plm__.models) (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel attribute) model_out_path (in module pyabsa.tasks.ABSAInstruction.multitask_train), [1] (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train), [1] model_pool_check() (in module pyabsa.tasks.AspectPolarityClassification.instructor.ensembler) model_trainer (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) models (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) ModelSaveOption (class in pyabsa.framework.flag_class.flag_template) module data_utils_for_inference data_utils_for_training pyabsa pyabsa.augmentation pyabsa.augmentation.apc_augment pyabsa.augmentation.apc_augment.apc_augment pyabsa.augmentation.aug_utils pyabsa.augmentation.text_augment pyabsa.augmentation.text_augment.tc_augment pyabsa.framework pyabsa.framework.checkpoint_class pyabsa.framework.checkpoint_class.checkpoint_template pyabsa.framework.checkpoint_class.checkpoint_utils 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pyabsa.networks.dynamic_rnn pyabsa.networks.lcf_pooler pyabsa.networks.losses pyabsa.networks.losses.ClassImblanceCE pyabsa.networks.losses.FocalLoss pyabsa.networks.losses.LDAMLoss pyabsa.networks.losses.MAELoss pyabsa.networks.losses.R2Loss pyabsa.networks.losses.RMSELoss pyabsa.networks.lsa pyabsa.networks.point_wise_feed_forward pyabsa.networks.sa_encoder pyabsa.networks.squeeze_embedding pyabsa.tasks pyabsa.tasks.__SubtaskTemplate__ pyabsa.tasks.__SubtaskTemplate__.configuration pyabsa.tasks.__SubtaskTemplate__.configuration.configuration pyabsa.tasks.__SubtaskTemplate__.dataset_utils pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_training pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list pyabsa.tasks.__SubtaskTemplate__.instructor pyabsa.tasks.__SubtaskTemplate__.instructor.instructor pyabsa.tasks.__SubtaskTemplate__.models pyabsa.tasks.__SubtaskTemplate__.models.model pyabsa.tasks.__SubtaskTemplate__.prediction pyabsa.tasks.__SubtaskTemplate__.prediction.predictor pyabsa.tasks.__SubtaskTemplate__.trainer pyabsa.tasks.__SubtaskTemplate__.trainer.trainer pyabsa.tasks.ABSAInstruction pyabsa.tasks.ABSAInstruction.data_utils pyabsa.tasks.ABSAInstruction.dataset_list pyabsa.tasks.ABSAInstruction.instruction pyabsa.tasks.ABSAInstruction.model pyabsa.tasks.ABSAInstruction.multitask_train pyabsa.tasks.AspectPolarityClassification pyabsa.tasks.AspectPolarityClassification.configuration pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration pyabsa.tasks.AspectPolarityClassification.dataset_utils pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__ pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_training 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pyabsa.tasks.AspectPolarityClassification.instructor pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor pyabsa.tasks.AspectPolarityClassification.instructor.ensembler pyabsa.tasks.AspectPolarityClassification.models pyabsa.tasks.AspectPolarityClassification.models.__classic__ pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn pyabsa.tasks.AspectPolarityClassification.models.__classic__.atae_lstm pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian pyabsa.tasks.AspectPolarityClassification.models.__classic__.lstm pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram pyabsa.tasks.AspectPolarityClassification.models.__classic__.tc_lstm pyabsa.tasks.AspectPolarityClassification.models.__classic__.td_lstm pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf pyabsa.tasks.AspectPolarityClassification.models.__lcf__ pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2 pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2 pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2 pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_template_apc pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t pyabsa.tasks.AspectPolarityClassification.models.__plm__ pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.atae_lstm_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.lstm_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.tc_lstm_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.td_lstm_bert pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert pyabsa.tasks.AspectPolarityClassification.prediction pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier pyabsa.tasks.AspectPolarityClassification.trainer pyabsa.tasks.AspectPolarityClassification.trainer.apc_trainer pyabsa.tasks.AspectSentimentTripletExtraction pyabsa.tasks.AspectSentimentTripletExtraction.configuration pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list pyabsa.tasks.AspectSentimentTripletExtraction.instructor pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor pyabsa.tasks.AspectSentimentTripletExtraction.models pyabsa.tasks.AspectSentimentTripletExtraction.models.model pyabsa.tasks.AspectSentimentTripletExtraction.prediction pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor pyabsa.tasks.AspectSentimentTripletExtraction.trainer pyabsa.tasks.AspectSentimentTripletExtraction.trainer.trainer pyabsa.tasks.AspectTermExtraction pyabsa.tasks.AspectTermExtraction.configuration pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration pyabsa.tasks.AspectTermExtraction.dataset_utils pyabsa.tasks.AspectTermExtraction.dataset_utils.__classic__ pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__ pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.atepc_utils pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training pyabsa.tasks.AspectTermExtraction.dataset_utils.__plm__ pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list pyabsa.tasks.AspectTermExtraction.instructor pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor pyabsa.tasks.AspectTermExtraction.models pyabsa.tasks.AspectTermExtraction.models.__classic__ pyabsa.tasks.AspectTermExtraction.models.__lcf__ pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large pyabsa.tasks.AspectTermExtraction.models.__plm__ pyabsa.tasks.AspectTermExtraction.prediction pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor pyabsa.tasks.AspectTermExtraction.trainer pyabsa.tasks.AspectTermExtraction.trainer.atepc_trainer pyabsa.tasks.CodeDefectDetection pyabsa.tasks.CodeDefectDetection.configuration pyabsa.tasks.CodeDefectDetection.configuration.cdd_configuration pyabsa.tasks.CodeDefectDetection.dataset_utils pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__ pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_training pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__ pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_training pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list pyabsa.tasks.CodeDefectDetection.instructor pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor pyabsa.tasks.CodeDefectDetection.models pyabsa.tasks.CodeDefectDetection.models.__classic__ pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm pyabsa.tasks.CodeDefectDetection.models.__plm__ pyabsa.tasks.CodeDefectDetection.models.__plm__.bert pyabsa.tasks.CodeDefectDetection.models.__plm__.models pyabsa.tasks.CodeDefectDetection.prediction pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector pyabsa.tasks.CodeDefectDetection.trainer pyabsa.tasks.CodeDefectDetection.trainer.cdd_trainer pyabsa.tasks.RNAClassification pyabsa.tasks.RNAClassification.configuration pyabsa.tasks.RNAClassification.configuration.rnac_configuration pyabsa.tasks.RNAClassification.dataset_utils pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training pyabsa.tasks.RNAClassification.dataset_utils.dataset_list pyabsa.tasks.RNAClassification.instructor pyabsa.tasks.RNAClassification.instructor.rnac_instructor pyabsa.tasks.RNAClassification.models pyabsa.tasks.RNAClassification.models.__classic__ pyabsa.tasks.RNAClassification.models.__classic__.cnn pyabsa.tasks.RNAClassification.models.__classic__.lstm pyabsa.tasks.RNAClassification.models.__classic__.mhsa pyabsa.tasks.RNAClassification.models.__classic__.transformer pyabsa.tasks.RNAClassification.models.__plm__ pyabsa.tasks.RNAClassification.models.__plm__.bert pyabsa.tasks.RNAClassification.prediction pyabsa.tasks.RNAClassification.prediction.rna_classifier pyabsa.tasks.RNAClassification.trainer pyabsa.tasks.RNAClassification.trainer.rnac_trainer pyabsa.tasks.RNARegression pyabsa.tasks.RNARegression.configuration pyabsa.tasks.RNARegression.configuration.rnar_configuration pyabsa.tasks.RNARegression.dataset_utils pyabsa.tasks.RNARegression.dataset_utils.__classic__ pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_training pyabsa.tasks.RNARegression.dataset_utils.__plm__ pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_training pyabsa.tasks.RNARegression.dataset_utils.dataset_list pyabsa.tasks.RNARegression.instructor pyabsa.tasks.RNARegression.instructor.rnar_instructor pyabsa.tasks.RNARegression.models pyabsa.tasks.RNARegression.models.__classic__ pyabsa.tasks.RNARegression.models.__classic__.cnn pyabsa.tasks.RNARegression.models.__classic__.lstm pyabsa.tasks.RNARegression.models.__classic__.mhsa pyabsa.tasks.RNARegression.models.__classic__.transformer pyabsa.tasks.RNARegression.models.__plm__ pyabsa.tasks.RNARegression.models.__plm__.bert pyabsa.tasks.RNARegression.prediction pyabsa.tasks.RNARegression.prediction.rna_regressor pyabsa.tasks.RNARegression.trainer pyabsa.tasks.RNARegression.trainer.rnar_trainer pyabsa.tasks.TextAdversarialDefense pyabsa.tasks.TextAdversarialDefense.configuration pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration pyabsa.tasks.TextAdversarialDefense.dataset_utils pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__ pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_training pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__ pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_training pyabsa.tasks.TextAdversarialDefense.dataset_utils.dataset_list pyabsa.tasks.TextAdversarialDefense.instructor pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor pyabsa.tasks.TextAdversarialDefense.models pyabsa.tasks.TextAdversarialDefense.models.__classic__ pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm pyabsa.tasks.TextAdversarialDefense.models.__plm__ pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert pyabsa.tasks.TextAdversarialDefense.prediction pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier pyabsa.tasks.TextAdversarialDefense.trainer pyabsa.tasks.TextAdversarialDefense.trainer.tad_trainer pyabsa.tasks.TextClassification pyabsa.tasks.TextClassification.configuration pyabsa.tasks.TextClassification.configuration.tc_configuration pyabsa.tasks.TextClassification.dataset_utils pyabsa.tasks.TextClassification.dataset_utils.__classic__ pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_training pyabsa.tasks.TextClassification.dataset_utils.__plm__ pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_training pyabsa.tasks.TextClassification.dataset_utils.dataset_list pyabsa.tasks.TextClassification.instructor pyabsa.tasks.TextClassification.instructor.classifier_instructor pyabsa.tasks.TextClassification.models pyabsa.tasks.TextClassification.models.__classic__ pyabsa.tasks.TextClassification.models.__classic__.lstm pyabsa.tasks.TextClassification.models.__plm__ pyabsa.tasks.TextClassification.models.__plm__.bert pyabsa.tasks.TextClassification.prediction pyabsa.tasks.TextClassification.prediction.text_classifier pyabsa.tasks.TextClassification.trainer pyabsa.tasks.TextClassification.trainer.tc_trainer pyabsa.tasks.UniversalSentimentAnalysis pyabsa.tasks.UniversalSentimentAnalysis.configuration pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction pyabsa.tasks.UniversalSentimentAnalysis.instructor pyabsa.tasks.UniversalSentimentAnalysis.instructor.instructor pyabsa.tasks.UniversalSentimentAnalysis.models pyabsa.tasks.UniversalSentimentAnalysis.models.model pyabsa.tasks.UniversalSentimentAnalysis.prediction pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor pyabsa.tasks.UniversalSentimentAnalysis.trainer pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train pyabsa.tasks.UniversalSentimentAnalysis.trainer.trainer pyabsa.utils pyabsa.utils.absa_utils pyabsa.utils.absa_utils.absa_utils pyabsa.utils.absa_utils.make_absa_dataset pyabsa.utils.cache_utils pyabsa.utils.cache_utils.cache_utils pyabsa.utils.check_utils pyabsa.utils.check_utils.dataset_version_check pyabsa.utils.check_utils.package_version_check pyabsa.utils.data_utils pyabsa.utils.data_utils.dataset_item pyabsa.utils.data_utils.dataset_list pyabsa.utils.data_utils.dataset_manager pyabsa.utils.data_utils.preprocessing pyabsa.utils.ensemble_prediction pyabsa.utils.ensemble_prediction.ensemble_prediction pyabsa.utils.exception_utils pyabsa.utils.exception_utils.exception_utils pyabsa.utils.file_utils pyabsa.utils.file_utils.file_utils pyabsa.utils.logger pyabsa.utils.logger.logger pyabsa.utils.notification_utils pyabsa.utils.notification_utils.notification_utils pyabsa.utils.proxy_utils pyabsa.utils.proxy_utils.proxy_utils pyabsa.utils.pyabsa_utils pyabsa.utils.text_utils pyabsa.utils.text_utils.bpe_tokenizer pyabsa.utils.text_utils.cosine_similarity pyabsa.utils.text_utils.mlm pyabsa.utils.text_utils.word2vec pyabsa.utils.wrappers pyabsa.utils.wrappers.wrappers

MOOC (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) MOOC_En (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) mse (pyabsa.networks.losses.R2Loss.R2Loss attribute) MultiHeadSelfAttention (class in pyabsa.tasks.RNAClassification.models.__classic__.mhsa) (class in pyabsa.tasks.RNARegression.models.__classic__.mhsa) Multilingual (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list.ASTEDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list.USADatasetList attribute)

N

n_head (pyabsa.networks.attention.Attention attribute) name (pyabsa.utils.data_utils.dataset_item.DatasetItem attribute) nextYs (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) nlp (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training.ASTEDataset attribute) NoQueryAttention (class in pyabsa.networks.attention) Notebook (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) num_attention_heads (pyabsa.networks.sa_encoder.BertSelfAttention attribute) num_labels (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc.LCF_TEMPLATE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor attribute)

num_layers (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) num_samples (pyabsa.framework.sampler_class.imblanced_sampler.ImbalancedDatasetSampler attribute) numeric_agg() (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) numeric_agg_func (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor attribute) numeric_agg_methods (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor attribute)

O

one_shot_messages (in module pyabsa.framework.configuration_class.config_verification) only_use_last_hidden_state (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) op_fc (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) opinion_tags (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) OpinionInstruction (class in pyabsa.tasks.ABSAInstruction.instruction)

optimizer (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) out_features (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.GraphConvolution attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.GraphConvolution attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.Biaffine attribute) out_proj (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.RobertaClassificationHead attribute)

P

pad_and_truncate() (in module pyabsa.framework.tokenizer_class.tokenizer_class) pad_index (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp attribute) pad_syntax_based_srd() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) pad_token (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) pad_token_id (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) parse_checkpoint() (pyabsa.framework.checkpoint_class.checkpoint_template.CheckpointManager method) parse_checkpoint_info() (in module pyabsa.framework.checkpoint_class.checkpoint_utils) parse_data_dict() (in module pyabsa.utils.data_utils.preprocessing) parse_example() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference) parse_examples() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference) parse_sample() (data_utils_for_inference.BERTRNACInferenceDataset method) (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) parse_triplet() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) Phone (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) PLMAPCModelList (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__) PointwiseFeedForward (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert) (class in pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert) polarity (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputExample attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputExample attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) pool (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert.LCA_BERT attribute) pooler (pyabsa.tasks.__SubtaskTemplate__.models.model.BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base.BERT_MLP attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc.BERT_SPC attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2.BERT_SPC_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) (pyabsa.tasks.RNAClassification.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNAClassification.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.RNARegression.models.__classic__.mhsa.MHSA attribute) (pyabsa.tasks.RNARegression.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert.TADBERT attribute) (pyabsa.tasks.TextClassification.models.__plm__.bert.BERT_MLP attribute) pooling (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) (pyabsa.tasks.RNAClassification.models.__classic__.cnn.CNN attribute) (pyabsa.tasks.RNARegression.models.__classic__.cnn.CNN attribute) pop() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) position (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.TNet_LF_Unit attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.TNet_LF_BERT_Unit attribute) position_embedding_type (pyabsa.networks.sa_encoder.BertSelfAttention attribute) position_weight() (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.ASGCN_Unit method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.ASGCN_BERT_Unit method) positions (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) PositionwiseFeedForward (class in pyabsa.networks.point_wise_feed_forward) post_emb (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) post_encoder (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) post_encoder_ (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) post_linear (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s.FAST_LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2.FAST_LSA_S_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t.FAST_LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2.FAST_LSA_T_V2 attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s.LSA_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t.LSA_T attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) post_vocab (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) postag (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) postag_emb (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) postag_vocab (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) pre_tokenizer (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) predict() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.predictor_class.predictor_template.Predictor method) (pyabsa.tasks.__SubtaskTemplate__.prediction.predictor.AliasedClassifier method) (pyabsa.tasks.ABSAInstruction.model.T5Generator method) (pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier.SentimentClassifier method) (pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor.AspectSentimentTripletExtractor method) (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor method) (pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector.CodeDefectDetector method) (pyabsa.tasks.RNAClassification.prediction.rna_classifier.RNAClassifier method) (pyabsa.tasks.RNARegression.prediction.rna_regressor.RNARegressor method) (pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier.TADTextClassifier method) (pyabsa.tasks.TextClassification.prediction.text_classifier.TextClassifier method) (pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor.USAPredictor method) (pyabsa.utils.ensemble_prediction.ensemble_prediction.VoteEnsemblePredictor method) predictions (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric attribute) Predictor (class in pyabsa.framework.predictor_class.predictor_template) (class in pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier) (class in pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor) (class in pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor) (class in pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector) (class in pyabsa.tasks.RNAClassification.prediction.rna_classifier) (class in pyabsa.tasks.RNARegression.prediction.rna_regressor) (class in pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier) (class in pyabsa.tasks.TextClassification.prediction.text_classifier) (class in pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor) prepare_dataloader() (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) prepare_dependency_graph() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph) prepare_examples() (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction.USAInstruction method) prepare_glove840_embedding() (in module pyabsa.utils.file_utils.file_utils) prepare_infer_dataset() (data_utils_for_inference.BERTRNACInferenceDataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference.USAInferenceDataset method) prepare_infer_sample() (data_utils_for_inference.BERTRNACInferenceDataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) prepare_input() (pyabsa.tasks.ABSAInstruction.instruction.APCInstruction method) (pyabsa.tasks.ABSAInstruction.instruction.ATEInstruction method) (pyabsa.tasks.ABSAInstruction.instruction.CategoryInstruction method) (pyabsa.tasks.ABSAInstruction.instruction.OpinionInstruction method) prepare_input_for_apc() (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) prepare_input_for_atepc() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.atepc_utils) prepare_input_for_dlcf_dca() (in module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca) prepare_instruction_dataloader() (pyabsa.tasks.ABSAInstruction.data_utils.InstructDatasetLoader method) prepare_token_ids() (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_training.BERTCDDDataset method) PretrainedTokenizer (class in pyabsa.framework.tokenizer_class.tokenizer_class) prevKs (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) print_args() (in module pyabsa.utils.pyabsa_utils) process_data() (data_utils_for_inference.BERTRNACInferenceDataset method) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset method) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference.BERTABSAInferenceDataset method) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset method) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset method) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset method) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset method) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset method) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset method) process_iob_tags() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.atepc_utils) processor (pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor.AspectExtractor attribute) proj (pyabsa.networks.attention.Attention attribute) Promise (pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list.CDDDatasetList attribute) ProteinSequenceRegression (pyabsa.framework.flag_class.flag_template.TaskCodeOption attribute) ProxyAddressOption (class in pyabsa.framework.flag_class.flag_template) pyabsa module pyabsa.augmentation module pyabsa.augmentation.apc_augment module pyabsa.augmentation.apc_augment.apc_augment module pyabsa.augmentation.aug_utils module pyabsa.augmentation.text_augment module pyabsa.augmentation.text_augment.tc_augment module pyabsa.framework module pyabsa.framework.checkpoint_class module pyabsa.framework.checkpoint_class.checkpoint_template module pyabsa.framework.checkpoint_class.checkpoint_utils module pyabsa.framework.configuration_class module pyabsa.framework.configuration_class.config_verification module pyabsa.framework.configuration_class.configuration_template module pyabsa.framework.dataset_class module pyabsa.framework.dataset_class.dataset_dict_class module pyabsa.framework.dataset_class.dataset_template module pyabsa.framework.dataset_class.inference_dataset_class module pyabsa.framework.flag_class module pyabsa.framework.flag_class.flag_template module pyabsa.framework.instructor_class module pyabsa.framework.instructor_class.instructor_template module pyabsa.framework.prediction_class module pyabsa.framework.prediction_class.predictor_template module pyabsa.framework.predictor_class module pyabsa.framework.predictor_class.predictor_template module pyabsa.framework.sampler_class module pyabsa.framework.sampler_class.imblanced_sampler module pyabsa.framework.tokenizer_class module pyabsa.framework.tokenizer_class.tokenizer_class module pyabsa.framework.trainer_class module pyabsa.framework.trainer_class.trainer_template module pyabsa.networks module pyabsa.networks.attention module pyabsa.networks.bert_mean_pooler module pyabsa.networks.dynamic_rnn module pyabsa.networks.lcf_pooler module pyabsa.networks.losses module pyabsa.networks.losses.ClassImblanceCE module pyabsa.networks.losses.FocalLoss module pyabsa.networks.losses.LDAMLoss module pyabsa.networks.losses.MAELoss module pyabsa.networks.losses.R2Loss module pyabsa.networks.losses.RMSELoss module pyabsa.networks.lsa module pyabsa.networks.point_wise_feed_forward module pyabsa.networks.sa_encoder module pyabsa.networks.squeeze_embedding module pyabsa.tasks module pyabsa.tasks.__SubtaskTemplate__ module pyabsa.tasks.__SubtaskTemplate__.configuration module pyabsa.tasks.__SubtaskTemplate__.configuration.configuration module pyabsa.tasks.__SubtaskTemplate__.dataset_utils module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_training module pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list module pyabsa.tasks.__SubtaskTemplate__.instructor module pyabsa.tasks.__SubtaskTemplate__.instructor.instructor module pyabsa.tasks.__SubtaskTemplate__.models module pyabsa.tasks.__SubtaskTemplate__.models.model module pyabsa.tasks.__SubtaskTemplate__.prediction module pyabsa.tasks.__SubtaskTemplate__.prediction.predictor module pyabsa.tasks.__SubtaskTemplate__.trainer module pyabsa.tasks.__SubtaskTemplate__.trainer.trainer module pyabsa.tasks.ABSAInstruction module pyabsa.tasks.ABSAInstruction.data_utils module pyabsa.tasks.ABSAInstruction.dataset_list module pyabsa.tasks.ABSAInstruction.instruction module pyabsa.tasks.ABSAInstruction.model module pyabsa.tasks.ABSAInstruction.multitask_train module pyabsa.tasks.AspectPolarityClassification module pyabsa.tasks.AspectPolarityClassification.configuration module pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration module pyabsa.tasks.AspectPolarityClassification.dataset_utils module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__ module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_training module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__ module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_training module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__ module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_training module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph module pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list module pyabsa.tasks.AspectPolarityClassification.instructor module pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor module pyabsa.tasks.AspectPolarityClassification.instructor.ensembler module pyabsa.tasks.AspectPolarityClassification.models module pyabsa.tasks.AspectPolarityClassification.models.__classic__ module pyabsa.tasks.AspectPolarityClassification.models.__classic__.aoa module pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn module pyabsa.tasks.AspectPolarityClassification.models.__classic__.atae_lstm module pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc module pyabsa.tasks.AspectPolarityClassification.models.__classic__.ian module pyabsa.tasks.AspectPolarityClassification.models.__classic__.lstm module pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet module pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan module pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram module pyabsa.tasks.AspectPolarityClassification.models.__classic__.tc_lstm module pyabsa.tasks.AspectPolarityClassification.models.__classic__.td_lstm module pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf module pyabsa.tasks.AspectPolarityClassification.models.__lcf__ module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_base module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.bert_spc_v2 module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcf_bert_att module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lcfs_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_s_v2 module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.fast_lsa_t_v2 module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lca_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_dual_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcf_template_apc module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lcfs_dual_bert module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_s module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.lsa_t module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t module pyabsa.tasks.AspectPolarityClassification.models.__plm__ module

pyabsa.tasks.AspectPolarityClassification.models.__plm__.aoa_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.atae_lstm_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.ian_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.lstm_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.tc_lstm_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.td_lstm_bert module pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert module pyabsa.tasks.AspectPolarityClassification.prediction module pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier module pyabsa.tasks.AspectPolarityClassification.trainer module pyabsa.tasks.AspectPolarityClassification.trainer.apc_trainer module pyabsa.tasks.AspectSentimentTripletExtraction module pyabsa.tasks.AspectSentimentTripletExtraction.configuration module pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training module pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list module pyabsa.tasks.AspectSentimentTripletExtraction.instructor module pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor module pyabsa.tasks.AspectSentimentTripletExtraction.models module pyabsa.tasks.AspectSentimentTripletExtraction.models.model module pyabsa.tasks.AspectSentimentTripletExtraction.prediction module pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor module pyabsa.tasks.AspectSentimentTripletExtraction.trainer module pyabsa.tasks.AspectSentimentTripletExtraction.trainer.trainer module pyabsa.tasks.AspectTermExtraction module pyabsa.tasks.AspectTermExtraction.configuration module pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration module pyabsa.tasks.AspectTermExtraction.dataset_utils module pyabsa.tasks.AspectTermExtraction.dataset_utils.__classic__ module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__ module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.atepc_utils module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training module pyabsa.tasks.AspectTermExtraction.dataset_utils.__plm__ module pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list module pyabsa.tasks.AspectTermExtraction.instructor module pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor module pyabsa.tasks.AspectTermExtraction.models module pyabsa.tasks.AspectTermExtraction.models.__classic__ module pyabsa.tasks.AspectTermExtraction.models.__lcf__ module pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large module pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_template_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc module pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large module pyabsa.tasks.AspectTermExtraction.models.__plm__ module pyabsa.tasks.AspectTermExtraction.prediction module pyabsa.tasks.AspectTermExtraction.prediction.aspect_extractor module pyabsa.tasks.AspectTermExtraction.trainer module pyabsa.tasks.AspectTermExtraction.trainer.atepc_trainer module pyabsa.tasks.CodeDefectDetection module pyabsa.tasks.CodeDefectDetection.configuration module pyabsa.tasks.CodeDefectDetection.configuration.cdd_configuration module pyabsa.tasks.CodeDefectDetection.dataset_utils module pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__ module pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference module pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_training module pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__ module pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference module pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_training module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils module pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list module pyabsa.tasks.CodeDefectDetection.instructor module pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor module pyabsa.tasks.CodeDefectDetection.models module pyabsa.tasks.CodeDefectDetection.models.__classic__ module pyabsa.tasks.CodeDefectDetection.models.__classic__.lstm module pyabsa.tasks.CodeDefectDetection.models.__plm__ module pyabsa.tasks.CodeDefectDetection.models.__plm__.bert module pyabsa.tasks.CodeDefectDetection.models.__plm__.models module pyabsa.tasks.CodeDefectDetection.prediction module pyabsa.tasks.CodeDefectDetection.prediction.code_defect_detector module pyabsa.tasks.CodeDefectDetection.trainer module pyabsa.tasks.CodeDefectDetection.trainer.cdd_trainer module pyabsa.tasks.RNAClassification module pyabsa.tasks.RNAClassification.configuration module pyabsa.tasks.RNAClassification.configuration.rnac_configuration module pyabsa.tasks.RNAClassification.dataset_utils module pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference module pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training module pyabsa.tasks.RNAClassification.dataset_utils.dataset_list module pyabsa.tasks.RNAClassification.instructor module pyabsa.tasks.RNAClassification.instructor.rnac_instructor module pyabsa.tasks.RNAClassification.models module pyabsa.tasks.RNAClassification.models.__classic__ module pyabsa.tasks.RNAClassification.models.__classic__.cnn module pyabsa.tasks.RNAClassification.models.__classic__.lstm module pyabsa.tasks.RNAClassification.models.__classic__.mhsa module pyabsa.tasks.RNAClassification.models.__classic__.transformer module pyabsa.tasks.RNAClassification.models.__plm__ module pyabsa.tasks.RNAClassification.models.__plm__.bert module pyabsa.tasks.RNAClassification.prediction module pyabsa.tasks.RNAClassification.prediction.rna_classifier module pyabsa.tasks.RNAClassification.trainer module pyabsa.tasks.RNAClassification.trainer.rnac_trainer module pyabsa.tasks.RNARegression module pyabsa.tasks.RNARegression.configuration module pyabsa.tasks.RNARegression.configuration.rnar_configuration module pyabsa.tasks.RNARegression.dataset_utils module pyabsa.tasks.RNARegression.dataset_utils.__classic__ module pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference module pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_training module pyabsa.tasks.RNARegression.dataset_utils.__plm__ module pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference module pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_training module pyabsa.tasks.RNARegression.dataset_utils.dataset_list module pyabsa.tasks.RNARegression.instructor module pyabsa.tasks.RNARegression.instructor.rnar_instructor module pyabsa.tasks.RNARegression.models module pyabsa.tasks.RNARegression.models.__classic__ module pyabsa.tasks.RNARegression.models.__classic__.cnn module pyabsa.tasks.RNARegression.models.__classic__.lstm module pyabsa.tasks.RNARegression.models.__classic__.mhsa module pyabsa.tasks.RNARegression.models.__classic__.transformer module pyabsa.tasks.RNARegression.models.__plm__ module pyabsa.tasks.RNARegression.models.__plm__.bert module pyabsa.tasks.RNARegression.prediction module pyabsa.tasks.RNARegression.prediction.rna_regressor module pyabsa.tasks.RNARegression.trainer module pyabsa.tasks.RNARegression.trainer.rnar_trainer module pyabsa.tasks.TextAdversarialDefense module pyabsa.tasks.TextAdversarialDefense.configuration module pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration module pyabsa.tasks.TextAdversarialDefense.dataset_utils module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__ module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_training module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__ module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference module pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_training module pyabsa.tasks.TextAdversarialDefense.dataset_utils.dataset_list module pyabsa.tasks.TextAdversarialDefense.instructor module pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor module pyabsa.tasks.TextAdversarialDefense.models module pyabsa.tasks.TextAdversarialDefense.models.__classic__ module pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm module pyabsa.tasks.TextAdversarialDefense.models.__plm__ module pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert module pyabsa.tasks.TextAdversarialDefense.prediction module pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier module pyabsa.tasks.TextAdversarialDefense.trainer module pyabsa.tasks.TextAdversarialDefense.trainer.tad_trainer module pyabsa.tasks.TextClassification module pyabsa.tasks.TextClassification.configuration module pyabsa.tasks.TextClassification.configuration.tc_configuration module pyabsa.tasks.TextClassification.dataset_utils module pyabsa.tasks.TextClassification.dataset_utils.__classic__ module pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference module pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_training module pyabsa.tasks.TextClassification.dataset_utils.__plm__ module pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference module pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_training module pyabsa.tasks.TextClassification.dataset_utils.dataset_list module pyabsa.tasks.TextClassification.instructor module pyabsa.tasks.TextClassification.instructor.classifier_instructor module pyabsa.tasks.TextClassification.models module pyabsa.tasks.TextClassification.models.__classic__ module pyabsa.tasks.TextClassification.models.__classic__.lstm module pyabsa.tasks.TextClassification.models.__plm__ module pyabsa.tasks.TextClassification.models.__plm__.bert module pyabsa.tasks.TextClassification.prediction module pyabsa.tasks.TextClassification.prediction.text_classifier module pyabsa.tasks.TextClassification.trainer module pyabsa.tasks.TextClassification.trainer.tc_trainer module pyabsa.tasks.UniversalSentimentAnalysis module pyabsa.tasks.UniversalSentimentAnalysis.configuration module pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction module pyabsa.tasks.UniversalSentimentAnalysis.instructor module pyabsa.tasks.UniversalSentimentAnalysis.instructor.instructor module pyabsa.tasks.UniversalSentimentAnalysis.models module pyabsa.tasks.UniversalSentimentAnalysis.models.model module pyabsa.tasks.UniversalSentimentAnalysis.prediction module pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor module pyabsa.tasks.UniversalSentimentAnalysis.trainer module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train module pyabsa.tasks.UniversalSentimentAnalysis.trainer.trainer module pyabsa.utils module pyabsa.utils.absa_utils module pyabsa.utils.absa_utils.absa_utils module pyabsa.utils.absa_utils.make_absa_dataset module pyabsa.utils.cache_utils module pyabsa.utils.cache_utils.cache_utils module pyabsa.utils.check_utils module pyabsa.utils.check_utils.dataset_version_check module pyabsa.utils.check_utils.package_version_check module pyabsa.utils.data_utils module pyabsa.utils.data_utils.dataset_item module pyabsa.utils.data_utils.dataset_list module pyabsa.utils.data_utils.dataset_manager module pyabsa.utils.data_utils.preprocessing module pyabsa.utils.ensemble_prediction module pyabsa.utils.ensemble_prediction.ensemble_prediction module pyabsa.utils.exception_utils module pyabsa.utils.exception_utils.exception_utils module pyabsa.utils.file_utils module pyabsa.utils.file_utils.file_utils module pyabsa.utils.logger module pyabsa.utils.logger.logger module pyabsa.utils.notification_utils module pyabsa.utils.notification_utils.notification_utils module pyabsa.utils.proxy_utils module pyabsa.utils.proxy_utils.proxy_utils module pyabsa.utils.pyabsa_utils module pyabsa.utils.text_utils module pyabsa.utils.text_utils.bpe_tokenizer module pyabsa.utils.text_utils.cosine_similarity module pyabsa.utils.text_utils.mlm module pyabsa.utils.text_utils.word2vec module pyabsa.utils.wrappers module pyabsa.utils.wrappers.wrappers module PyABSADataset (class in pyabsa.framework.dataset_class.dataset_template) PyABSAMaterialHostAddress (in module pyabsa.framework.flag_class.flag_template)

Q

q (pyabsa.networks.attention.NoQueryAttention attribute) q_len (pyabsa.networks.attention.NoQueryAttention attribute) query (pyabsa.networks.sa_encoder.BertSelfAttention attribute)

query_local_datasets_version() (in module pyabsa.utils.check_utils.dataset_version_check) query_release_notes() (in module pyabsa.utils.check_utils.package_version_check) query_remote_datasets_version() (in module pyabsa.utils.check_utils.dataset_version_check)

R

R2Loss (class in pyabsa.networks.losses.R2Loss) RAM (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.ram) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ClassicAPCModelList attribute) RAM_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.ram_bert) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList attribute) random_indices() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) RandomWordAug (pyabsa.augmentation.apc_augment.apc_augment.AugmentBackend attribute) (pyabsa.augmentation.text_augment.tc_augment.AugmentBackend attribute) read_defect_examples() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) read_json() (in module pyabsa.tasks.ABSAInstruction.data_utils) (in module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference) (in module pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training) read_msg_from_son_proc() (in module pyabsa.utils.wrappers.wrappers) readfile() (in module pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training) reduction (pyabsa.networks.losses.FocalLoss.FocalLoss attribute) refactor_chinese_dataset() (in module pyabsa.utils.absa_utils.absa_utils) RefiningStrategy (class in pyabsa.tasks.AspectSentimentTripletExtraction.models.model) reload_model() (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) reload_model_state_dict() (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) relu (pyabsa.networks.point_wise_feed_forward.PositionwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.PointwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.PointwiseFeedForward attribute) remove_comment() (in module pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils) remove_empty_line() (in module pyabsa.utils.file_utils.file_utils) reset_parameters() (pyabsa.networks.attention.Attention method) reset_q() (pyabsa.networks.attention.NoQueryAttention method) Restaurant (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) Restaurant14 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.ABSAInstruction.dataset_list.ACOSDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list.ASTEDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list.USADatasetList attribute) Restaurant15 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.ABSAInstruction.dataset_list.ACOSDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list.ASTEDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list.USADatasetList attribute) Restaurant16 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.ABSAInstruction.dataset_list.ACOSDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list.ASTEDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list.USADatasetList attribute)

RMSELoss (class in pyabsa.networks.losses.RMSELoss) RNACCheckpointManager (class in pyabsa.framework.checkpoint_class.checkpoint_template) RNACConfigManager (class in pyabsa.tasks.RNAClassification.configuration.rnac_configuration) RNACDataset (class in pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_training) RNACDatasetList (class in pyabsa.tasks.RNAClassification.dataset_utils.dataset_list) RNACInferenceDataset (class in pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference) RNAClassificationDatasetList (class in pyabsa.tasks.RNAClassification.dataset_utils.dataset_list) RNAClassifier (class in pyabsa.tasks.RNAClassification.prediction.rna_classifier) RNACTrainer (class in pyabsa.tasks.RNAClassification.trainer.rnac_trainer) RNACTrainingInstructor (class in pyabsa.tasks.RNAClassification.instructor.rnac_instructor) RNARCheckpointManager (class in pyabsa.framework.checkpoint_class.checkpoint_template) RNARConfigManager (class in pyabsa.tasks.RNARegression.configuration.rnar_configuration) RNARDatasetList (class in pyabsa.tasks.RNARegression.dataset_utils.dataset_list) RNARegressionDatasetList (class in pyabsa.tasks.RNARegression.dataset_utils.dataset_list) RNARegressor (class in pyabsa.tasks.RNARegression.prediction.rna_regressor) RNARTrainer (class in pyabsa.tasks.RNARegression.trainer.rnar_trainer) RNARTrainingInstructor (class in pyabsa.tasks.RNARegression.instructor.rnar_instructor) RNASequenceClassification (pyabsa.framework.flag_class.flag_template.TaskCodeOption attribute) RNASequenceRegression (pyabsa.framework.flag_class.flag_template.TaskCodeOption attribute) rnn_l (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) rnn_r (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute) rnn_type (pyabsa.networks.dynamic_rnn.DynamicLSTM attribute) RobertaClassificationHead (class in pyabsa.tasks.CodeDefectDetection.models.__plm__.models) rprint() (in module pyabsa.utils.pyabsa_utils) run() (pyabsa.tasks.__SubtaskTemplate__.instructor.instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor.APCTrainingInstructor method) (pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor.ASTETrainingInstructor method) (pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor.ATEPCTrainingInstructor method) (pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor.CDDTrainingInstructor method) (pyabsa.tasks.RNAClassification.instructor.rnac_instructor.RNACTrainingInstructor method) (pyabsa.tasks.RNARegression.instructor.rnar_instructor.RNARTrainingInstructor method) (pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor.TADTrainingInstructor method) (pyabsa.tasks.TextClassification.instructor.classifier_instructor.TCTrainingInstructor method) (pyabsa.tasks.UniversalSentimentAnalysis.instructor.instructor.USATrainingInstructor method) run_in_async_process() (in module pyabsa.utils.wrappers.wrappers) Russian_SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute)

S

s (pyabsa.networks.losses.LDAMLoss.LDAMLoss attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.LDAMLoss attribute) SA (pyabsa.networks.sa_encoder.SelfAttention attribute) SA1 (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) SA2 (pyabsa.tasks.AspectTermExtraction.models.__lcf__.bert_base_atepc.BERT_BASE_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcf_atepc.FAST_LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.fast_lcfs_atepc.FAST_LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc.LCF_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcf_atepc_large.LCF_ATEPC_LARGE attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc.LCFS_ATEPC attribute) (pyabsa.tasks.AspectTermExtraction.models.__lcf__.lcfs_atepc_large.LCFS_ATEPC_LARGE attribute) save_args() (in module pyabsa.utils.pyabsa_utils) save_cache_dataset() (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor method) save_csv() (in module pyabsa.utils.file_utils.file_utils) save_excel() (in module pyabsa.utils.file_utils.file_utils) SAVE_FINE_TUNED_PLM (pyabsa.framework.flag_class.flag_template.ModelSaveOption attribute) SAVE_FULL_MODEL (pyabsa.framework.flag_class.flag_template.ModelSaveOption attribute) save_json() (in module pyabsa.utils.file_utils.file_utils), [1] save_jsonl() (in module pyabsa.utils.file_utils.file_utils) save_model() (in module pyabsa.utils.file_utils.file_utils) SAVE_MODEL_STATE_DICT (pyabsa.framework.flag_class.flag_template.ModelSaveOption attribute) save_npy() (in module pyabsa.utils.file_utils.file_utils) save_pickle() (in module pyabsa.utils.file_utils.file_utils) save_torch() (in module pyabsa.utils.file_utils.file_utils) save_txt() (in module pyabsa.utils.file_utils.file_utils) save_vocab() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp method) score_aspect() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) score_function (pyabsa.networks.attention.Attention attribute) score_opinion() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) score_uniontags() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) score_uniontags_print() (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric method) scores (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) segment_ids (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) SelfAttention (class in pyabsa.networks.sa_encoder) SemEval (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list.ASTEDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) sen_length (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) sen_lengths (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric attribute) sent_dense (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_s.SSW_S attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.ssw_t.SSW_T attribute) sentence (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) Sentiment_Analysis (pyabsa.framework.flag_class.flag_template.TaskCodeOption attribute) SENTIMENT_PADDING (pyabsa.framework.flag_class.flag_template.LabelPaddingOption attribute) SentimentClassifier (class in pyabsa.tasks.AspectPolarityClassification.prediction.sentiment_classifier) sep_token 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pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) Synthetic (pyabsa.tasks.ABSAInstruction.dataset_list.ACOSDatasetList attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list.USADatasetList attribute)

T

t5_exp (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) T5Classifier (class in pyabsa.tasks.ABSAInstruction.model) T5Generator (class in pyabsa.tasks.ABSAInstruction.model) TADBERT (class in pyabsa.tasks.TextAdversarialDefense.models.__plm__.tad_bert) (pyabsa.tasks.TextAdversarialDefense.models.BERTTADModelList attribute) TADCheckpointManager (class in pyabsa.framework.checkpoint_class.checkpoint_template) TADConfigManager (class in pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration) TADDatasetList (class in pyabsa.tasks.TextAdversarialDefense.dataset_utils.dataset_list) TADLSTM (class in pyabsa.tasks.TextAdversarialDefense.models.__classic__.tad_lstm) (pyabsa.tasks.TextAdversarialDefense.models.GloVeTADModelList attribute) TADTextClassifier (class in pyabsa.tasks.TextAdversarialDefense.prediction.tad_classifier) TADTrainer (class in 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attribute) text_to_sequence() (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.classic_glove_apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils) (in module pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils) (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer method) (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer method) TextClassificationDatasetList (class in pyabsa.tasks.TextClassification.dataset_utils.dataset_list) TextClassifier (class in pyabsa.tasks.TextClassification.prediction.text_classifier) tie_weights() (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Seq2Seq method) time_out() (in module pyabsa.utils.exception_utils.exception_utils) TNet_LF (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.ClassicAPCModelList attribute) TNet_LF_BERT (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.PLMAPCModelList attribute) TNet_LF_BERT_Unit (class in pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert) TNet_LF_Unit (class in pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf) to() (pyabsa.framework.prediction_class.predictor_template.InferenceModel method) (pyabsa.framework.predictor_class.predictor_template.Predictor method) today (in module pyabsa.utils.logger.logger) token_range (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) token_vocab (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute)

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(pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.data_utils_for_inference.ABSAInferenceDataset attribute) (pyabsa.tasks.ABSAInstruction.model.T5Classifier attribute) (pyabsa.tasks.ABSAInstruction.model.T5Generator attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference.ABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference.BERTABSAInferenceDataset attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference.ASTEInferenceDataset attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.ATEPCProcessor attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.ATEPCProcessor attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__.data_utils_for_inference.GloVeCDDInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__.data_utils_for_inference.BERTCDDInferenceDataset attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.bert.BERT_MLP attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.DefectModel attribute) (pyabsa.tasks.RNAClassification.dataset_utils.data_utils_for_inference.RNACInferenceDataset attribute) (pyabsa.tasks.RNARegression.dataset_utils.__classic__.data_utils_for_inference.GloVeRNARDataset attribute) (pyabsa.tasks.RNARegression.dataset_utils.__plm__.data_utils_for_inference.BERTRNARDataset attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__.data_utils_for_inference.GloVeTADInferenceDataset attribute) (pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__.data_utils_for_inference.BERTTADInferenceDataset attribute) (pyabsa.tasks.TextClassification.dataset_utils.__classic__.data_utils_for_inference.GloVeTCInferenceDataset attribute) (pyabsa.tasks.TextClassification.dataset_utils.__plm__.data_utils_for_inference.BERTTCInferenceDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference.USAInferenceDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training.USATrainingDataset attribute) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.CustomSeq2SeqTrainer attribute) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel attribute) tokens (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) tokens_ranges (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Metric attribute) train() (pyabsa.tasks.ABSAInstruction.model.T5Classifier method) (pyabsa.tasks.ABSAInstruction.model.T5Generator method) (pyabsa.tasks.UniversalSentimentAnalysis.models.model.GenerationModel method) train_bpe_tokenizer() (in module pyabsa.utils.text_utils.bpe_tokenizer) train_dataloader (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) train_dataloaders (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) train_df_id (pyabsa.tasks.ABSAInstruction.data_utils.InstructDatasetLoader attribute) train_set (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) train_word2vec() (in module pyabsa.utils.text_utils.word2vec) Trainer (class in pyabsa.framework.trainer_class.trainer_template) training_args (in module pyabsa.tasks.ABSAInstruction.multitask_train) (in module pyabsa.tasks.UniversalSentimentAnalysis.trainer.multitask_train) training_instructor (pyabsa.framework.trainer_class.trainer_template.Trainer attribute) (pyabsa.tasks.__SubtaskTemplate__.trainer.trainer.APCTrainer attribute) (pyabsa.tasks.AspectPolarityClassification.trainer.apc_trainer.APCTrainer attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.trainer.trainer.ASTETrainer attribute) (pyabsa.tasks.AspectTermExtraction.trainer.atepc_trainer.ATEPCTrainer attribute) (pyabsa.tasks.CodeDefectDetection.trainer.cdd_trainer.CDDTrainer attribute) (pyabsa.tasks.RNAClassification.trainer.rnac_trainer.RNACTrainer attribute) (pyabsa.tasks.RNARegression.trainer.rnar_trainer.RNARTrainer attribute) (pyabsa.tasks.TextAdversarialDefense.trainer.tad_trainer.TADTrainer attribute) (pyabsa.tasks.TextClassification.trainer.tc_trainer.TCTrainer attribute) (pyabsa.tasks.UniversalSentimentAnalysis.trainer.trainer.USATrainer attribute) Transformer (class in pyabsa.tasks.RNAClassification.models.__classic__.transformer) (class in pyabsa.tasks.RNARegression.models.__classic__.transformer) transformer (pyabsa.tasks.RNAClassification.models.__classic__.transformer.Transformer attribute) Transformer (pyabsa.tasks.RNAClassification.models.GloVeRNACModelList attribute) transformer (pyabsa.tasks.RNARegression.models.__classic__.transformer.Transformer attribute) Transformer (pyabsa.tasks.RNARegression.models.GloVeRNARModelList attribute) transpose_for_scores() (pyabsa.networks.sa_encoder.BertSelfAttention method) Triple_Polarity_Chinese (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) triplet_biaffine (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.EMCGCN attribute) TShirt (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) tt (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.Beam attribute) Turkish_SemEval2016Task5 (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute) type (pyabsa.tasks.AspectPolarityClassification.models.__classic__.cabasc.Cabasc attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.cabasc_bert.Cabasc_BERT attribute)

U

Universal_Sentiment_Analysis (pyabsa.framework.flag_class.flag_template.TaskCodeOption attribute) unk_index (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.VocabHelp attribute) unk_token (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) unk_token_id (pyabsa.framework.tokenizer_class.tokenizer_class.PretrainedTokenizer attribute) (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) unzip_checkpoint() (in module pyabsa.utils.file_utils.file_utils) update() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) (pyabsa.networks.losses.ClassImblanceCE.ClassBalanceCrossEntropyLoss method) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.ClassBalanceCE method)

USAConfigManager (class in pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration) USADatasetList (class in pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.dataset_list) USAInferenceDataset (class in pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_inference) USAInstruction (class in pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.instruction) USAModelList (class in pyabsa.tasks.UniversalSentimentAnalysis.models) USAPredictor (class in pyabsa.tasks.UniversalSentimentAnalysis.prediction.predictor) USATrainer (class in pyabsa.tasks.UniversalSentimentAnalysis.trainer.trainer) USATrainingDataset (class in pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils.data_utils_for_training) USATrainingInstructor (class in pyabsa.tasks.UniversalSentimentAnalysis.instructor.instructor)

V

valid_dataloader (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute) valid_dataloaders (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) valid_ids (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_inference.InputFeatures attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__.data_utils_for_training.InputFeatures attribute) valid_set (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) (pyabsa.tasks.AspectPolarityClassification.instructor.ensembler.APCEnsembler attribute)

validate_absa_example() (in module pyabsa.utils.pyabsa_utils) validate_pyabsa_version() (in module pyabsa.utils.check_utils.package_version_check) value (pyabsa.networks.sa_encoder.BertSelfAttention attribute) values() (pyabsa.framework.configuration_class.configuration_template.ConfigManager method) vocab (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph.WhitespaceTokenizer attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph.WhitespaceTokenizer attribute) VocabHelp (class in pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils) VoteEnsemblePredictor (class in pyabsa.utils.ensemble_prediction.ensemble_prediction)

W

W (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.GraphConvLayer attribute) (pyabsa.tasks.AspectSentimentTripletExtraction.models.model.RefiningStrategy attribute) w_1 (pyabsa.networks.point_wise_feed_forward.PositionwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.PointwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.PointwiseFeedForward attribute) w_2 (pyabsa.networks.point_wise_feed_forward.PositionwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.PointwiseFeedForward attribute) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.PointwiseFeedForward attribute) w_a2c (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) w_c2a (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.MGAN attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.MGAN_BERT attribute) w_k (pyabsa.networks.attention.Attention attribute) w_q (pyabsa.networks.attention.Attention attribute) w_u (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.AlignmentMatrix attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.AlignmentMatrix attribute) warmup_scheduler (pyabsa.framework.instructor_class.instructor_template.BaseTrainingInstructor attribute) weight (pyabsa.networks.losses.LDAMLoss.LDAMLoss attribute) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.asgcn.GraphConvolution attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.asgcn_bert.GraphConvolution attribute) (pyabsa.tasks.CodeDefectDetection.models.__plm__.models.LDAMLoss attribute)

weight_calculate() (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert.DLCF_DCA_BERT method) (pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert.DLCFS_DCA_BERT method) weight_distrubute_local() (in module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcf_dca_bert) (in module pyabsa.tasks.AspectPolarityClassification.models.__lcf__.dlcfs_dca_bert) weight_matrix() (pyabsa.tasks.AspectPolarityClassification.models.__classic__.mgan.LocationEncoding method) (pyabsa.tasks.AspectPolarityClassification.models.__classic__.tnet_lf.Absolute_Position_Embedding method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.mgan_bert.LocationEncoding method) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.tnet_lf_bert.Absolute_Position_Embedding method) weights (pyabsa.framework.sampler_class.imblanced_sampler.ImbalancedDatasetSampler attribute) WhitespaceTokenizer (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph) (class in pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph) word2idx (pyabsa.framework.tokenizer_class.tokenizer_class.Tokenizer attribute) word_pair_deprel (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) word_pair_pos (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) word_pair_position (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute) word_pair_synpost (pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils.Instance attribute)

X

x_linear (pyabsa.tasks.AspectPolarityClassification.models.__classic__.memnet.MemNet attribute) (pyabsa.tasks.AspectPolarityClassification.models.__plm__.memnet_bert.MemNet_BERT attribute)

Y

Yelp (pyabsa.tasks.__SubtaskTemplate__.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list.APCDatasetList attribute) (pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list.ATEPCDatasetList attribute)