PyABSA Documentation
- ABSA datasets for PyABSA
- To augment your datasets, please refer to BoostTextAugmentation
- Auto-annoate your datasets via PyABSA!
- Contribute (prepare) your dataset to ABSADatasets to use it in PyABSA
- Format your dataset to use it in PyABSA
- Important: Rename your dataset filename before use it in PyABSA
- Need to Annotate Your Own Dataset?
- Notice
- Datasets source:
Contents
- API Reference
pyabsa
- Subpackages
pyabsa.augmentation
pyabsa.framework
- Subpackages
pyabsa.framework.checkpoint_class
- Submodules
pyabsa.framework.configuration_class
- Submodules
pyabsa.framework.configuration_class.config_verification
pyabsa.framework.configuration_class.configuration_template
- Module Contents
- Classes
- Attributes
ConfigManager
ConfigManager.__getattribute__()
ConfigManager.__setattr__()
ConfigManager.get()
ConfigManager.update()
ConfigManager.pop()
ConfigManager.keys()
ConfigManager.values()
ConfigManager.items()
ConfigManager.__str__()
ConfigManager.__repr__()
ConfigManager.__len__()
ConfigManager.__iter__()
ConfigManager.__contains__()
ConfigManager.__getitem__()
ConfigManager.__setitem__()
ConfigManager.__delitem__()
ConfigManager.__eq__()
ConfigManager.__ne__()
config
- Module Contents
- Submodules
pyabsa.framework.dataset_class
pyabsa.framework.flag_class
- Submodules
pyabsa.framework.flag_class.flag_template
- Module Contents
- Classes
- Attributes
TaskNameOption
TaskCodeOption
TaskCodeOption.Aspect_Polarity_Classification
TaskCodeOption.Aspect_Term_Extraction_and_Classification
TaskCodeOption.Aspect_Sentiment_Triplet_Extraction
TaskCodeOption.Sentiment_Analysis
TaskCodeOption.Text_Classification
TaskCodeOption.Text_Adversarial_Defense
TaskCodeOption.RNASequenceClassification
TaskCodeOption.RNASequenceRegression
TaskCodeOption.ProteinSequenceRegression
TaskCodeOption.CodeDefectDetection
TaskCodeOption.Aspect_Category_Opinion_Sentiment_Triplet_Extraction
TaskCodeOption.Universal_Sentiment_Analysis
LabelPaddingOption
ModelSaveOption
ProxyAddressOption
DeviceTypeOption
PyABSAMaterialHostAddress
- Module Contents
- Package Contents
- Classes
- Attributes
TaskNameOption
TaskCodeOption
TaskCodeOption.Aspect_Polarity_Classification
TaskCodeOption.Aspect_Term_Extraction_and_Classification
TaskCodeOption.Aspect_Sentiment_Triplet_Extraction
TaskCodeOption.Sentiment_Analysis
TaskCodeOption.Text_Classification
TaskCodeOption.Text_Adversarial_Defense
TaskCodeOption.RNASequenceClassification
TaskCodeOption.RNASequenceRegression
TaskCodeOption.ProteinSequenceRegression
TaskCodeOption.CodeDefectDetection
TaskCodeOption.Aspect_Category_Opinion_Sentiment_Triplet_Extraction
TaskCodeOption.Universal_Sentiment_Analysis
LabelPaddingOption
ModelSaveOption
ProxyAddressOption
DeviceTypeOption
PyABSAMaterialHostAddress
- Submodules
pyabsa.framework.instructor_class
- Submodules
pyabsa.framework.instructor_class.instructor_template
- Module Contents
- Classes
- Functions
BaseTrainingInstructor
BaseTrainingInstructor._reset_params()
BaseTrainingInstructor._reload_model_state_dict()
BaseTrainingInstructor.load_cache_dataset()
BaseTrainingInstructor.save_cache_dataset()
BaseTrainingInstructor._prepare_dataloader()
BaseTrainingInstructor._prepare_env()
BaseTrainingInstructor._train()
BaseTrainingInstructor._init_misc()
BaseTrainingInstructor._cache_or_load_dataset()
BaseTrainingInstructor._train_and_evaluate()
BaseTrainingInstructor._k_fold_train_and_evaluate()
BaseTrainingInstructor._evaluate_acc_f1()
BaseTrainingInstructor._load_dataset_and_prepare_dataloader()
BaseTrainingInstructor._resume_from_checkpoint()
get_resume_checkpoint()
- Module Contents
- Submodules
pyabsa.framework.prediction_class
pyabsa.framework.predictor_class
pyabsa.framework.sampler_class
pyabsa.framework.tokenizer_class
- Submodules
pyabsa.framework.tokenizer_class.tokenizer_class
- Module Contents
- Classes
- Functions
Tokenizer
PretrainedTokenizer
PretrainedTokenizer.text_to_sequence()
PretrainedTokenizer.text_to_sequence()
PretrainedTokenizer.sequence_to_text()
PretrainedTokenizer.tokenize()
PretrainedTokenizer.convert_tokens_to_ids()
PretrainedTokenizer.convert_ids_to_tokens()
PretrainedTokenizer.encode_plus()
PretrainedTokenizer.encode()
PretrainedTokenizer.decode()
build_embedding_matrix()
pad_and_truncate()
_load_word_vec()
- Module Contents
- Submodules
pyabsa.framework.trainer_class
- Subpackages
pyabsa.networks
- Subpackages
- Submodules
pyabsa.tasks
- Subpackages
pyabsa.tasks.ABSAInstruction
- Submodules
- Package Contents
pyabsa.tasks.AspectPolarityClassification
- Subpackages
pyabsa.tasks.AspectPolarityClassification.configuration
- Submodules
pyabsa.tasks.AspectPolarityClassification.configuration.apc_configuration
- Module Contents
- Classes
- Attributes
_apc_config_template
_apc_config_base
_apc_config_english
_apc_config_multilingual
_apc_config_chinese
_apc_config_glove
_apc_config_bert_baseline
APCConfigManager
APCConfigManager.set_apc_config()
APCConfigManager.set_apc_config_template()
APCConfigManager.set_apc_config_base()
APCConfigManager.set_apc_config_english()
APCConfigManager.set_apc_config_chinese()
APCConfigManager.set_apc_config_multilingual()
APCConfigManager.set_apc_config_glove()
APCConfigManager.set_apc_config_bert_baseline()
APCConfigManager.get_apc_config_template()
APCConfigManager.get_apc_config_base()
APCConfigManager.get_apc_config_english()
APCConfigManager.get_apc_config_chinese()
APCConfigManager.get_apc_config_multilingual()
APCConfigManager.get_apc_config_glove()
APCConfigManager.get_apc_config_bert_baseline()
- Module Contents
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils
- Subpackages
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__
- Submodules
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
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__classic__.dependency_graph
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.apc_utils_for_dlcf_dca
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_inference
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__lcf__.data_utils_for_training
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.classic_bert_apc_utils
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_inference
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.data_utils_for_training
pyabsa.tasks.AspectPolarityClassification.dataset_utils.__plm__.dependency_graph
- Submodules
- Submodules
pyabsa.tasks.AspectPolarityClassification.dataset_utils.dataset_list
- Module Contents
- Classes
APCDatasetList
APCDatasetList.Laptop14
APCDatasetList.Restaurant14
APCDatasetList.ARTS_Laptop14
APCDatasetList.ARTS_Restaurant14
APCDatasetList.Restaurant15
APCDatasetList.Restaurant16
APCDatasetList.ACL_Twitter
APCDatasetList.MAMS
APCDatasetList.Television
APCDatasetList.TShirt
APCDatasetList.Yelp
APCDatasetList.Phone
APCDatasetList.Car
APCDatasetList.Notebook
APCDatasetList.Camera
APCDatasetList.Shampoo
APCDatasetList.MOOC
APCDatasetList.MOOC_En
APCDatasetList.Kaggle
APCDatasetList.Chinese_Zhang
APCDatasetList.Chinese
APCDatasetList.Binary_Polarity_Chinese
APCDatasetList.Triple_Polarity_Chinese
APCDatasetList.SemEval2016Task5
APCDatasetList.Arabic_SemEval2016Task5
APCDatasetList.Dutch_SemEval2016Task5
APCDatasetList.Spanish_SemEval2016Task5
APCDatasetList.Turkish_SemEval2016Task5
APCDatasetList.Russian_SemEval2016Task5
APCDatasetList.French_SemEval2016Task5
APCDatasetList.English_SemEval2016Task5
APCDatasetList.English
APCDatasetList.SemEval
APCDatasetList.Restaurant
APCDatasetList.Multilingual
- Classes
- Module Contents
- Subpackages
pyabsa.tasks.AspectPolarityClassification.instructor
- Submodules
pyabsa.tasks.AspectPolarityClassification.instructor.apc_instructor
- Module Contents
- Classes
APCTrainingInstructor
APCTrainingInstructor._load_dataset_and_prepare_dataloader()
APCTrainingInstructor._train_and_evaluate()
APCTrainingInstructor._k_fold_train_and_evaluate()
APCTrainingInstructor._evaluate_acc_f1()
APCTrainingInstructor._init_misc()
APCTrainingInstructor._cache_or_load_dataset()
APCTrainingInstructor.run()
- Classes
- Module Contents
pyabsa.tasks.AspectPolarityClassification.instructor.ensembler
- Submodules
pyabsa.tasks.AspectPolarityClassification.models
- Subpackages
pyabsa.tasks.AspectPolarityClassification.models.__classic__
- Submodules
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
- Package Contents
- Classes
ClassicAPCModelList
ClassicAPCModelList.AOA
ClassicAPCModelList.ASGCN
ClassicAPCModelList.ATAE_LSTM
ClassicAPCModelList.Cabasc
ClassicAPCModelList.IAN
ClassicAPCModelList.LSTM
ClassicAPCModelList.MemNet
ClassicAPCModelList.MGAN
ClassicAPCModelList.RAM
ClassicAPCModelList.TC_LSTM
ClassicAPCModelList.TD_LSTM
ClassicAPCModelList.TNet_LF
GloVeAPCModelList
- Classes
- Submodules
pyabsa.tasks.AspectPolarityClassification.models.__lcf__
- Submodules
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
- Package Contents
- Classes
LCFAPCModelList
LCFAPCModelList.SLIDE_LCF_BERT
LCFAPCModelList.SLIDE_LCFS_BERT
LCFAPCModelList.LSA_T
LCFAPCModelList.LSA_S
LCFAPCModelList.FAST_LSA_T
LCFAPCModelList.FAST_LSA_S
LCFAPCModelList.FAST_LSA_T_V2
LCFAPCModelList.FAST_LSA_S_V2
LCFAPCModelList.DLCF_DCA_BERT
LCFAPCModelList.DLCFS_DCA_BERT
LCFAPCModelList.LCF_BERT
LCFAPCModelList.FAST_LCF_BERT
LCFAPCModelList.LCF_DUAL_BERT
LCFAPCModelList.LCFS_BERT
LCFAPCModelList.FAST_LCFS_BERT
LCFAPCModelList.LCFS_DUAL_BERT
LCFAPCModelList.LCA_BERT
LCFAPCModelList.BERT_MLP
LCFAPCModelList.BERT_SPC
LCFAPCModelList.BERT_SPC_V2
LCFAPCModelList.FAST_LCF_BERT_ATT
LCFAPCModelList.LCF_TEMPLATE_BERT
APCModelList
- Classes
- Submodules
pyabsa.tasks.AspectPolarityClassification.models.__plm__
- Submodules
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
- Package Contents
- Classes
PLMAPCModelList
PLMAPCModelList.AOA_BERT
PLMAPCModelList.ASGCN_BERT
PLMAPCModelList.ATAE_LSTM_BERT
PLMAPCModelList.Cabasc_BERT
PLMAPCModelList.IAN_BERT
PLMAPCModelList.LSTM_BERT
PLMAPCModelList.MemNet_BERT
PLMAPCModelList.MGAN_BERT
PLMAPCModelList.RAM_BERT
PLMAPCModelList.TC_LSTM_BERT
PLMAPCModelList.TD_LSTM_BERT
PLMAPCModelList.TNet_LF_BERT
PLMAPCModelList.__str__()
BERTBaselineAPCModelList
- Classes
- Submodules
- Package Contents
- Classes
ClassicAPCModelList
ClassicAPCModelList.AOA
ClassicAPCModelList.ASGCN
ClassicAPCModelList.ATAE_LSTM
ClassicAPCModelList.Cabasc
ClassicAPCModelList.IAN
ClassicAPCModelList.LSTM
ClassicAPCModelList.MemNet
ClassicAPCModelList.MGAN
ClassicAPCModelList.RAM
ClassicAPCModelList.TC_LSTM
ClassicAPCModelList.TD_LSTM
ClassicAPCModelList.TNet_LF
GloVeAPCModelList
LCFAPCModelList
LCFAPCModelList.SLIDE_LCF_BERT
LCFAPCModelList.SLIDE_LCFS_BERT
LCFAPCModelList.LSA_T
LCFAPCModelList.LSA_S
LCFAPCModelList.FAST_LSA_T
LCFAPCModelList.FAST_LSA_S
LCFAPCModelList.FAST_LSA_T_V2
LCFAPCModelList.FAST_LSA_S_V2
LCFAPCModelList.DLCF_DCA_BERT
LCFAPCModelList.DLCFS_DCA_BERT
LCFAPCModelList.LCF_BERT
LCFAPCModelList.FAST_LCF_BERT
LCFAPCModelList.LCF_DUAL_BERT
LCFAPCModelList.LCFS_BERT
LCFAPCModelList.FAST_LCFS_BERT
LCFAPCModelList.LCFS_DUAL_BERT
LCFAPCModelList.LCA_BERT
LCFAPCModelList.BERT_MLP
LCFAPCModelList.BERT_SPC
LCFAPCModelList.BERT_SPC_V2
LCFAPCModelList.FAST_LCF_BERT_ATT
LCFAPCModelList.LCF_TEMPLATE_BERT
APCModelList
PLMAPCModelList
PLMAPCModelList.AOA_BERT
PLMAPCModelList.ASGCN_BERT
PLMAPCModelList.ATAE_LSTM_BERT
PLMAPCModelList.Cabasc_BERT
PLMAPCModelList.IAN_BERT
PLMAPCModelList.LSTM_BERT
PLMAPCModelList.MemNet_BERT
PLMAPCModelList.MGAN_BERT
PLMAPCModelList.RAM_BERT
PLMAPCModelList.TC_LSTM_BERT
PLMAPCModelList.TD_LSTM_BERT
PLMAPCModelList.TNet_LF_BERT
PLMAPCModelList.__str__()
BERTBaselineAPCModelList
- Classes
- Subpackages
pyabsa.tasks.AspectPolarityClassification.prediction
pyabsa.tasks.AspectPolarityClassification.trainer
- Package Contents
- Classes
APCTrainer
APCConfigManager
APCConfigManager.set_apc_config()
APCConfigManager.set_apc_config_template()
APCConfigManager.set_apc_config_base()
APCConfigManager.set_apc_config_english()
APCConfigManager.set_apc_config_chinese()
APCConfigManager.set_apc_config_multilingual()
APCConfigManager.set_apc_config_glove()
APCConfigManager.set_apc_config_bert_baseline()
APCConfigManager.get_apc_config_template()
APCConfigManager.get_apc_config_base()
APCConfigManager.get_apc_config_english()
APCConfigManager.get_apc_config_chinese()
APCConfigManager.get_apc_config_multilingual()
APCConfigManager.get_apc_config_glove()
APCConfigManager.get_apc_config_bert_baseline()
APCModelList
BERTBaselineAPCModelList
GloVeAPCModelList
LCFAPCModelList
LCFAPCModelList.SLIDE_LCF_BERT
LCFAPCModelList.SLIDE_LCFS_BERT
LCFAPCModelList.LSA_T
LCFAPCModelList.LSA_S
LCFAPCModelList.FAST_LSA_T
LCFAPCModelList.FAST_LSA_S
LCFAPCModelList.FAST_LSA_T_V2
LCFAPCModelList.FAST_LSA_S_V2
LCFAPCModelList.DLCF_DCA_BERT
LCFAPCModelList.DLCFS_DCA_BERT
LCFAPCModelList.LCF_BERT
LCFAPCModelList.FAST_LCF_BERT
LCFAPCModelList.LCF_DUAL_BERT
LCFAPCModelList.LCFS_BERT
LCFAPCModelList.FAST_LCFS_BERT
LCFAPCModelList.LCFS_DUAL_BERT
LCFAPCModelList.LCA_BERT
LCFAPCModelList.BERT_MLP
LCFAPCModelList.BERT_SPC
LCFAPCModelList.BERT_SPC_V2
LCFAPCModelList.FAST_LCF_BERT_ATT
LCFAPCModelList.LCF_TEMPLATE_BERT
PLMAPCModelList
PLMAPCModelList.AOA_BERT
PLMAPCModelList.ASGCN_BERT
PLMAPCModelList.ATAE_LSTM_BERT
PLMAPCModelList.Cabasc_BERT
PLMAPCModelList.IAN_BERT
PLMAPCModelList.LSTM_BERT
PLMAPCModelList.MemNet_BERT
PLMAPCModelList.MGAN_BERT
PLMAPCModelList.RAM_BERT
PLMAPCModelList.TC_LSTM_BERT
PLMAPCModelList.TD_LSTM_BERT
PLMAPCModelList.TNet_LF_BERT
PLMAPCModelList.__str__()
ClassicAPCModelList
ClassicAPCModelList.AOA
ClassicAPCModelList.ASGCN
ClassicAPCModelList.ATAE_LSTM
ClassicAPCModelList.Cabasc
ClassicAPCModelList.IAN
ClassicAPCModelList.LSTM
ClassicAPCModelList.MemNet
ClassicAPCModelList.MGAN
ClassicAPCModelList.RAM
ClassicAPCModelList.TC_LSTM
ClassicAPCModelList.TD_LSTM
ClassicAPCModelList.TNet_LF
APCDatasetList
APCDatasetList.Laptop14
APCDatasetList.Restaurant14
APCDatasetList.ARTS_Laptop14
APCDatasetList.ARTS_Restaurant14
APCDatasetList.Restaurant15
APCDatasetList.Restaurant16
APCDatasetList.ACL_Twitter
APCDatasetList.MAMS
APCDatasetList.Television
APCDatasetList.TShirt
APCDatasetList.Yelp
APCDatasetList.Phone
APCDatasetList.Car
APCDatasetList.Notebook
APCDatasetList.Camera
APCDatasetList.Shampoo
APCDatasetList.MOOC
APCDatasetList.MOOC_En
APCDatasetList.Kaggle
APCDatasetList.Chinese_Zhang
APCDatasetList.Chinese
APCDatasetList.Binary_Polarity_Chinese
APCDatasetList.Triple_Polarity_Chinese
APCDatasetList.SemEval2016Task5
APCDatasetList.Arabic_SemEval2016Task5
APCDatasetList.Dutch_SemEval2016Task5
APCDatasetList.Spanish_SemEval2016Task5
APCDatasetList.Turkish_SemEval2016Task5
APCDatasetList.Russian_SemEval2016Task5
APCDatasetList.French_SemEval2016Task5
APCDatasetList.English_SemEval2016Task5
APCDatasetList.English
APCDatasetList.SemEval
APCDatasetList.Restaurant
APCDatasetList.Multilingual
SentimentClassifier
Predictor
- Classes
- Subpackages
pyabsa.tasks.AspectSentimentTripletExtraction
- Subpackages
pyabsa.tasks.AspectSentimentTripletExtraction.configuration
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.configuration.configuration
- Module Contents
- Classes
- Attributes
_aste_config_template
_aste_config_base
_aste_config_english
_aste_config_multilingual
_aste_config_chinese
ASTEConfigManager
ASTEConfigManager.set_aste_config()
ASTEConfigManager.set_aste_config_template()
ASTEConfigManager.set_aste_config_base()
ASTEConfigManager.set_aste_config_english()
ASTEConfigManager.set_aste_config_chinese()
ASTEConfigManager.set_aste_config_multilingual()
ASTEConfigManager.get_aste_config_template()
ASTEConfigManager.get_aste_config_base()
ASTEConfigManager.get_aste_config_english()
ASTEConfigManager.get_aste_config_chinese()
ASTEConfigManager.get_aste_config_multilingual()
- Module Contents
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.aste_utils
pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_inference
- Module Contents
- Classes
- Functions
ASTEInferenceDataset
ASTEInferenceDataset.syn_post_vocab
ASTEInferenceDataset.postag_vocab
ASTEInferenceDataset.deprel_vocab
ASTEInferenceDataset.post_vocab
ASTEInferenceDataset.syn_post_vocab
ASTEInferenceDataset.token_vocab
ASTEInferenceDataset.all_tokens
ASTEInferenceDataset.all_deprel
ASTEInferenceDataset.all_postag
ASTEInferenceDataset.all_postag_ca
ASTEInferenceDataset.all_max_len
ASTEInferenceDataset.labels
ASTEInferenceDataset.prepare_infer_sample()
ASTEInferenceDataset.prepare_infer_dataset()
ASTEInferenceDataset.load_data_from_dict()
ASTEInferenceDataset.process_data()
ASTEInferenceDataset.__getitem__()
ASTEInferenceDataset.__len__()
ASTEInferenceDataset.convert_examples_to_features()
ASTEInferenceDataset.get_syntax_annotation()
ASTEInferenceDataset.generate_tags()
ASTEInferenceDataset.get_dependencies()
generate_tags()
load_tokens()
- Module Contents
pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.data_utils_for_training
- Module Contents
- Classes
- Functions
generate_tags()
load_tokens()
ASTEDataset
ASTEDataset.all_tokens
ASTEDataset.all_deprel
ASTEDataset.all_postag
ASTEDataset.all_postag_ca
ASTEDataset.all_max_len
ASTEDataset.labels
ASTEDataset.load_data_from_dict()
ASTEDataset.load_data_from_file()
ASTEDataset.__getitem__()
ASTEDataset.__len__()
ASTEDataset.convert_examples_to_features()
ASTEDataset.get_syntax_annotation()
ASTEDataset.generate_tags()
ASTEDataset.get_dependencies()
ASTEDataset.get_vocabs()
- Module Contents
pyabsa.tasks.AspectSentimentTripletExtraction.dataset_utils.dataset_list
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.instructor
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.instructor.instructor
- Module Contents
- Classes
ASTETrainingInstructor
ASTETrainingInstructor._load_dataset_and_prepare_dataloader()
ASTETrainingInstructor._prepare_dataloader()
ASTETrainingInstructor._train_and_evaluate()
ASTETrainingInstructor._k_fold_train_and_evaluate()
ASTETrainingInstructor._evaluate_f1()
ASTETrainingInstructor._init_misc()
ASTETrainingInstructor.run()
ASTETrainingInstructor._train()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.models
pyabsa.tasks.AspectSentimentTripletExtraction.prediction
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.prediction.predictor
- Module Contents
- Classes
AspectSentimentTripletExtractor
AspectSentimentTripletExtractor.task_code
AspectSentimentTripletExtractor.batch_infer()
AspectSentimentTripletExtractor.infer()
AspectSentimentTripletExtractor.batch_predict()
AspectSentimentTripletExtractor.predict()
AspectSentimentTripletExtractor._run_prediction()
AspectSentimentTripletExtractor.clear_input_samples()
Predictor
- Classes
- Module Contents
- Submodules
pyabsa.tasks.AspectSentimentTripletExtraction.trainer
- Package Contents
- Classes
ASTEConfigManager
ASTEConfigManager.set_aste_config()
ASTEConfigManager.set_aste_config_template()
ASTEConfigManager.set_aste_config_base()
ASTEConfigManager.set_aste_config_english()
ASTEConfigManager.set_aste_config_chinese()
ASTEConfigManager.set_aste_config_multilingual()
ASTEConfigManager.get_aste_config_template()
ASTEConfigManager.get_aste_config_base()
ASTEConfigManager.get_aste_config_english()
ASTEConfigManager.get_aste_config_chinese()
ASTEConfigManager.get_aste_config_multilingual()
ASTEDatasetList
ASTEModelList
AspectSentimentTripletExtractor
AspectSentimentTripletExtractor.task_code
AspectSentimentTripletExtractor.batch_infer()
AspectSentimentTripletExtractor.infer()
AspectSentimentTripletExtractor.batch_predict()
AspectSentimentTripletExtractor.predict()
AspectSentimentTripletExtractor._run_prediction()
AspectSentimentTripletExtractor.clear_input_samples()
ASTETrainer
- Classes
- Subpackages
pyabsa.tasks.AspectTermExtraction
- Subpackages
pyabsa.tasks.AspectTermExtraction.configuration
- Submodules
pyabsa.tasks.AspectTermExtraction.configuration.atepc_configuration
- Module Contents
- Classes
- Attributes
_atepc_config_template
_atepc_config_base
_atepc_config_english
_atepc_config_chinese
_atepc_config_multilingual
ATEPCConfigManager
ATEPCConfigManager.set_atepc_config()
ATEPCConfigManager.set_atepc_config_template()
ATEPCConfigManager.set_atepc_config_base()
ATEPCConfigManager.set_atepc_config_english()
ATEPCConfigManager.set_atepc_config_chinese()
ATEPCConfigManager.set_atepc_config_multilingual()
ATEPCConfigManager.get_atepc_config_template()
ATEPCConfigManager.get_atepc_config_base()
ATEPCConfigManager.get_atepc_config_english()
ATEPCConfigManager.get_atepc_config_chinese()
ATEPCConfigManager.get_atepc_config_multilingual()
- Module Contents
- Submodules
pyabsa.tasks.AspectTermExtraction.dataset_utils
- Subpackages
pyabsa.tasks.AspectTermExtraction.dataset_utils.__classic__
pyabsa.tasks.AspectTermExtraction.dataset_utils.__lcf__
- Submodules
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
- Submodules
pyabsa.tasks.AspectTermExtraction.dataset_utils.__plm__
- Submodules
pyabsa.tasks.AspectTermExtraction.dataset_utils.dataset_list
- Module Contents
- Classes
ATEPCDatasetList
ATEPCDatasetList.Laptop14
ATEPCDatasetList.Restaurant14
ATEPCDatasetList.ARTS_Laptop14
ATEPCDatasetList.ARTS_Restaurant14
ATEPCDatasetList.Restaurant15
ATEPCDatasetList.Restaurant16
ATEPCDatasetList.ACL_Twitter
ATEPCDatasetList.MAMS
ATEPCDatasetList.Television
ATEPCDatasetList.TShirt
ATEPCDatasetList.Yelp
ATEPCDatasetList.Phone
ATEPCDatasetList.Car
ATEPCDatasetList.Notebook
ATEPCDatasetList.Camera
ATEPCDatasetList.Shampoo
ATEPCDatasetList.MOOC
ATEPCDatasetList.MOOC_En
ATEPCDatasetList.Kaggle
ATEPCDatasetList.FinNews
ATEPCDatasetList.Chinese_Zhang
ATEPCDatasetList.Chinese
ATEPCDatasetList.Binary_Polarity_Chinese
ATEPCDatasetList.Triple_Polarity_Chinese
ATEPCDatasetList.SemEval2016Task5
ATEPCDatasetList.Arabic_SemEval2016Task5
ATEPCDatasetList.Dutch_SemEval2016Task5
ATEPCDatasetList.Spanish_SemEval2016Task5
ATEPCDatasetList.Turkish_SemEval2016Task5
ATEPCDatasetList.Russian_SemEval2016Task5
ATEPCDatasetList.French_SemEval2016Task5
ATEPCDatasetList.English_SemEval2016Task5
ATEPCDatasetList.English
ATEPCDatasetList.SemEval
ATEPCDatasetList.Restaurant
ATEPCDatasetList.Multilingual
- Classes
- Module Contents
- Subpackages
pyabsa.tasks.AspectTermExtraction.instructor
- Submodules
pyabsa.tasks.AspectTermExtraction.instructor.atepc_instructor
- Module Contents
- Classes
ATEPCTrainingInstructor
ATEPCTrainingInstructor._load_dataset_and_prepare_dataloader()
ATEPCTrainingInstructor._train_and_evaluate()
ATEPCTrainingInstructor._k_fold_train_and_evaluate()
ATEPCTrainingInstructor._evaluate_acc_f1()
ATEPCTrainingInstructor._init_misc()
ATEPCTrainingInstructor._cache_or_load_dataset()
ATEPCTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.AspectTermExtraction.models
- Subpackages
pyabsa.tasks.AspectTermExtraction.models.__classic__
pyabsa.tasks.AspectTermExtraction.models.__lcf__
- Submodules
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
- Submodules
pyabsa.tasks.AspectTermExtraction.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks.AspectTermExtraction.prediction
pyabsa.tasks.AspectTermExtraction.trainer
- Package Contents
- Classes
ATEPCTrainer
ATEPCConfigManager
ATEPCConfigManager.set_atepc_config()
ATEPCConfigManager.set_atepc_config_template()
ATEPCConfigManager.set_atepc_config_base()
ATEPCConfigManager.set_atepc_config_english()
ATEPCConfigManager.set_atepc_config_chinese()
ATEPCConfigManager.set_atepc_config_multilingual()
ATEPCConfigManager.get_atepc_config_template()
ATEPCConfigManager.get_atepc_config_base()
ATEPCConfigManager.get_atepc_config_english()
ATEPCConfigManager.get_atepc_config_chinese()
ATEPCConfigManager.get_atepc_config_multilingual()
ATEPCModelList
ATEPCDatasetList
ATEPCDatasetList.Laptop14
ATEPCDatasetList.Restaurant14
ATEPCDatasetList.ARTS_Laptop14
ATEPCDatasetList.ARTS_Restaurant14
ATEPCDatasetList.Restaurant15
ATEPCDatasetList.Restaurant16
ATEPCDatasetList.ACL_Twitter
ATEPCDatasetList.MAMS
ATEPCDatasetList.Television
ATEPCDatasetList.TShirt
ATEPCDatasetList.Yelp
ATEPCDatasetList.Phone
ATEPCDatasetList.Car
ATEPCDatasetList.Notebook
ATEPCDatasetList.Camera
ATEPCDatasetList.Shampoo
ATEPCDatasetList.MOOC
ATEPCDatasetList.MOOC_En
ATEPCDatasetList.Kaggle
ATEPCDatasetList.FinNews
ATEPCDatasetList.Chinese_Zhang
ATEPCDatasetList.Chinese
ATEPCDatasetList.Binary_Polarity_Chinese
ATEPCDatasetList.Triple_Polarity_Chinese
ATEPCDatasetList.SemEval2016Task5
ATEPCDatasetList.Arabic_SemEval2016Task5
ATEPCDatasetList.Dutch_SemEval2016Task5
ATEPCDatasetList.Spanish_SemEval2016Task5
ATEPCDatasetList.Turkish_SemEval2016Task5
ATEPCDatasetList.Russian_SemEval2016Task5
ATEPCDatasetList.French_SemEval2016Task5
ATEPCDatasetList.English_SemEval2016Task5
ATEPCDatasetList.English
ATEPCDatasetList.SemEval
ATEPCDatasetList.Restaurant
ATEPCDatasetList.Multilingual
AspectExtractor
Predictor
- Classes
- Subpackages
pyabsa.tasks.CodeDefectDetection
- Subpackages
pyabsa.tasks.CodeDefectDetection.configuration
pyabsa.tasks.CodeDefectDetection.dataset_utils
- Subpackages
pyabsa.tasks.CodeDefectDetection.dataset_utils.__classic__
pyabsa.tasks.CodeDefectDetection.dataset_utils.__plm__
- Submodules
pyabsa.tasks.CodeDefectDetection.dataset_utils.cdd_utils
pyabsa.tasks.CodeDefectDetection.dataset_utils.dataset_list
- Subpackages
pyabsa.tasks.CodeDefectDetection.instructor
- Submodules
pyabsa.tasks.CodeDefectDetection.instructor.cdd_instructor
- Module Contents
- Classes
CDDTrainingInstructor
CDDTrainingInstructor._init_misc()
CDDTrainingInstructor._cache_or_load_dataset()
CDDTrainingInstructor._load_dataset_and_prepare_dataloader()
CDDTrainingInstructor.reload_model()
CDDTrainingInstructor._train_and_evaluate()
CDDTrainingInstructor._k_fold_train_and_evaluate()
CDDTrainingInstructor._evaluate_acc_f1()
CDDTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.CodeDefectDetection.models
- Subpackages
pyabsa.tasks.CodeDefectDetection.models.__classic__
pyabsa.tasks.CodeDefectDetection.models.__plm__
- Submodules
pyabsa.tasks.CodeDefectDetection.models.__plm__.bert
pyabsa.tasks.CodeDefectDetection.models.__plm__.models
- Submodules
- Package Contents
- Subpackages
pyabsa.tasks.CodeDefectDetection.prediction
pyabsa.tasks.CodeDefectDetection.trainer
- Package Contents
- Subpackages
pyabsa.tasks.RNAClassification
- Subpackages
pyabsa.tasks.RNAClassification.configuration
- Submodules
pyabsa.tasks.RNAClassification.configuration.rnac_configuration
- Module Contents
- Classes
- Attributes
_rnac_config_template
_rnac_config_base
_rnac_config_english
_rnac_config_multilingual
_rnac_config_chinese
_rnac_config_glove
RNACConfigManager
RNACConfigManager.set_rnac_config()
RNACConfigManager.set_rnac_config_template()
RNACConfigManager.set_rnac_config_base()
RNACConfigManager.set_rnac_config_english()
RNACConfigManager.set_rnac_config_chinese()
RNACConfigManager.set_rnac_config_multilingual()
RNACConfigManager.set_rnac_config_glove()
RNACConfigManager.get_rnac_config_template()
RNACConfigManager.get_rnac_config_base()
RNACConfigManager.get_rnac_config_english()
RNACConfigManager.get_rnac_config_chinese()
RNACConfigManager.get_rnac_config_multilingual()
RNACConfigManager.get_rnac_config_glove()
- Module Contents
- Submodules
pyabsa.tasks.RNAClassification.dataset_utils
pyabsa.tasks.RNAClassification.instructor
- Submodules
pyabsa.tasks.RNAClassification.instructor.rnac_instructor
- Module Contents
- Classes
RNACTrainingInstructor
RNACTrainingInstructor._init_misc()
RNACTrainingInstructor._cache_or_load_dataset()
RNACTrainingInstructor._train_and_evaluate()
RNACTrainingInstructor._k_fold_train_and_evaluate()
RNACTrainingInstructor._evaluate_acc_f1()
RNACTrainingInstructor._load_dataset_and_prepare_dataloader()
RNACTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.RNAClassification.models
- Subpackages
pyabsa.tasks.RNAClassification.models.__classic__
pyabsa.tasks.RNAClassification.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks.RNAClassification.prediction
pyabsa.tasks.RNAClassification.trainer
- Package Contents
- Classes
RNACTrainer
RNACConfigManager
RNACConfigManager.set_rnac_config()
RNACConfigManager.set_rnac_config_template()
RNACConfigManager.set_rnac_config_base()
RNACConfigManager.set_rnac_config_english()
RNACConfigManager.set_rnac_config_chinese()
RNACConfigManager.set_rnac_config_multilingual()
RNACConfigManager.set_rnac_config_glove()
RNACConfigManager.get_rnac_config_template()
RNACConfigManager.get_rnac_config_base()
RNACConfigManager.get_rnac_config_english()
RNACConfigManager.get_rnac_config_chinese()
RNACConfigManager.get_rnac_config_multilingual()
RNACConfigManager.get_rnac_config_glove()
BERTRNACModelList
GloVeRNACModelList
RNACDatasetList
RNAClassificationDatasetList
RNAClassifier
Predictor
- Classes
- Subpackages
pyabsa.tasks.RNARegression
- Subpackages
pyabsa.tasks.RNARegression.configuration
- Submodules
pyabsa.tasks.RNARegression.configuration.rnar_configuration
- Module Contents
- Classes
- Attributes
_rnar_config_template
_rnar_config_base
_rnar_config_english
_rnar_config_multilingual
_rnar_config_chinese
_rnar_config_glove
RNARConfigManager
RNARConfigManager.set_rnar_config()
RNARConfigManager.set_rnar_config_template()
RNARConfigManager.set_rnar_config_base()
RNARConfigManager.set_rnar_config_english()
RNARConfigManager.set_rnar_config_chinese()
RNARConfigManager.set_rnar_config_multilingual()
RNARConfigManager.set_rnar_config_glove()
RNARConfigManager.get_rnar_config_template()
RNARConfigManager.get_rnar_config_base()
RNARConfigManager.get_rnar_config_english()
RNARConfigManager.get_rnar_config_chinese()
RNARConfigManager.get_rnar_config_multilingual()
RNARConfigManager.get_rnar_config_glove()
- Module Contents
- Submodules
pyabsa.tasks.RNARegression.dataset_utils
- Subpackages
pyabsa.tasks.RNARegression.dataset_utils.__classic__
pyabsa.tasks.RNARegression.dataset_utils.__plm__
- Submodules
- Subpackages
pyabsa.tasks.RNARegression.instructor
- Submodules
pyabsa.tasks.RNARegression.instructor.rnar_instructor
- Module Contents
- Classes
RNARTrainingInstructor
RNARTrainingInstructor._init_misc()
RNARTrainingInstructor._cache_or_load_dataset()
RNARTrainingInstructor._evaluate_acc_f1()
RNARTrainingInstructor._load_dataset_and_prepare_dataloader()
RNARTrainingInstructor.reload_model()
RNARTrainingInstructor._prepare_dataloader()
RNARTrainingInstructor._train_and_evaluate()
RNARTrainingInstructor._k_fold_train_and_evaluate()
RNARTrainingInstructor._evaluate_r2()
RNARTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.RNARegression.models
- Subpackages
pyabsa.tasks.RNARegression.models.__classic__
pyabsa.tasks.RNARegression.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks.RNARegression.prediction
pyabsa.tasks.RNARegression.trainer
- Package Contents
- Classes
RNARTrainer
RNARConfigManager
RNARConfigManager.set_rnar_config()
RNARConfigManager.set_rnar_config_template()
RNARConfigManager.set_rnar_config_base()
RNARConfigManager.set_rnar_config_english()
RNARConfigManager.set_rnar_config_chinese()
RNARConfigManager.set_rnar_config_multilingual()
RNARConfigManager.set_rnar_config_glove()
RNARConfigManager.get_rnar_config_template()
RNARConfigManager.get_rnar_config_base()
RNARConfigManager.get_rnar_config_english()
RNARConfigManager.get_rnar_config_chinese()
RNARConfigManager.get_rnar_config_multilingual()
RNARConfigManager.get_rnar_config_glove()
BERTRNARModelList
GloVeRNARModelList
RNARDatasetList
RNARegressionDatasetList
RNARegressor
Predictor
- Classes
- Subpackages
pyabsa.tasks.TextAdversarialDefense
- Subpackages
pyabsa.tasks.TextAdversarialDefense.configuration
- Submodules
pyabsa.tasks.TextAdversarialDefense.configuration.tad_configuration
- Module Contents
- Classes
- Attributes
_tad_config_template
_tad_config_base
_tad_config_english
_tad_config_multilingual
_tad_config_chinese
_tad_config_glove
TADConfigManager
TADConfigManager.set_tad_config()
TADConfigManager.set_tad_config_template()
TADConfigManager.set_tad_config_base()
TADConfigManager.set_tad_config_english()
TADConfigManager.set_tad_config_chinese()
TADConfigManager.set_tad_config_multilingual()
TADConfigManager.set_tad_config_glove()
TADConfigManager.get_tad_config_template()
TADConfigManager.get_tad_config_base()
TADConfigManager.get_tad_config_english()
TADConfigManager.get_tad_config_chinese()
TADConfigManager.get_tad_config_multilingual()
TADConfigManager.get_tad_config_glove()
- Module Contents
- Submodules
pyabsa.tasks.TextAdversarialDefense.dataset_utils
- Subpackages
pyabsa.tasks.TextAdversarialDefense.dataset_utils.__classic__
pyabsa.tasks.TextAdversarialDefense.dataset_utils.__plm__
- Submodules
- Subpackages
pyabsa.tasks.TextAdversarialDefense.instructor
- Submodules
pyabsa.tasks.TextAdversarialDefense.instructor.tad_instructor
- Module Contents
- Classes
TADTrainingInstructor
TADTrainingInstructor._init_misc()
TADTrainingInstructor._cache_or_load_dataset()
TADTrainingInstructor._load_dataset_and_prepare_dataloader()
TADTrainingInstructor.reload_model_state_dict()
TADTrainingInstructor.prepare_dataloader()
TADTrainingInstructor._train()
TADTrainingInstructor._train_and_evaluate()
TADTrainingInstructor._k_fold_train_and_evaluate()
TADTrainingInstructor._evaluate_acc_f1()
TADTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.TextAdversarialDefense.models
pyabsa.tasks.TextAdversarialDefense.prediction
pyabsa.tasks.TextAdversarialDefense.trainer
- Package Contents
- Classes
TADTrainer
TADConfigManager
TADConfigManager.set_tad_config()
TADConfigManager.set_tad_config_template()
TADConfigManager.set_tad_config_base()
TADConfigManager.set_tad_config_english()
TADConfigManager.set_tad_config_chinese()
TADConfigManager.set_tad_config_multilingual()
TADConfigManager.set_tad_config_glove()
TADConfigManager.get_tad_config_template()
TADConfigManager.get_tad_config_base()
TADConfigManager.get_tad_config_english()
TADConfigManager.get_tad_config_chinese()
TADConfigManager.get_tad_config_multilingual()
TADConfigManager.get_tad_config_glove()
BERTTADModelList
GloVeTADModelList
TADDatasetList
TADTextClassifier
Predictor
- Classes
- Subpackages
pyabsa.tasks.TextClassification
- Subpackages
pyabsa.tasks.TextClassification.configuration
- Submodules
pyabsa.tasks.TextClassification.configuration.tc_configuration
- Module Contents
- Classes
- Attributes
_tc_config_template
_tc_config_base
_tc_config_english
_tc_config_multilingual
_tc_config_chinese
_tc_config_glove
TCConfigManager
TCConfigManager.set_tc_config()
TCConfigManager.set_tc_config_template()
TCConfigManager.set_tc_config_base()
TCConfigManager.set_tc_config_english()
TCConfigManager.set_tc_config_chinese()
TCConfigManager.set_tc_config_multilingual()
TCConfigManager.set_tc_config_glove()
TCConfigManager.get_tc_config_template()
TCConfigManager.get_tc_config_base()
TCConfigManager.get_tc_config_english()
TCConfigManager.get_tc_config_chinese()
TCConfigManager.get_tc_config_multilingual()
TCConfigManager.get_tc_config_glove()
- Module Contents
- Submodules
pyabsa.tasks.TextClassification.dataset_utils
- Subpackages
pyabsa.tasks.TextClassification.dataset_utils.__classic__
pyabsa.tasks.TextClassification.dataset_utils.__plm__
- Submodules
- Subpackages
pyabsa.tasks.TextClassification.instructor
- Submodules
pyabsa.tasks.TextClassification.instructor.classifier_instructor
- Module Contents
- Classes
TCTrainingInstructor
TCTrainingInstructor._init_misc()
TCTrainingInstructor._load_dataset_and_prepare_dataloader()
TCTrainingInstructor.reload_model()
TCTrainingInstructor._train()
TCTrainingInstructor._train_and_evaluate()
TCTrainingInstructor._k_fold_train_and_evaluate()
TCTrainingInstructor._evaluate_acc_f1()
TCTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.TextClassification.models
pyabsa.tasks.TextClassification.prediction
pyabsa.tasks.TextClassification.trainer
- Package Contents
- Classes
TCTrainer
TCConfigManager
TCConfigManager.set_tc_config()
TCConfigManager.set_tc_config_template()
TCConfigManager.set_tc_config_base()
TCConfigManager.set_tc_config_english()
TCConfigManager.set_tc_config_chinese()
TCConfigManager.set_tc_config_multilingual()
TCConfigManager.set_tc_config_glove()
TCConfigManager.get_tc_config_template()
TCConfigManager.get_tc_config_base()
TCConfigManager.get_tc_config_english()
TCConfigManager.get_tc_config_chinese()
TCConfigManager.get_tc_config_multilingual()
TCConfigManager.get_tc_config_glove()
BERTTCModelList
GloVeTCModelList
TCDatasetList
TextClassifier
Predictor
- Classes
- Subpackages
pyabsa.tasks.UniversalSentimentAnalysis
- Subpackages
pyabsa.tasks.UniversalSentimentAnalysis.configuration
- Submodules
pyabsa.tasks.UniversalSentimentAnalysis.configuration.configuration
- Module Contents
- Classes
- Attributes
_usa_config_template
_usa_config_base
_usa_config_english
_usa_config_multilingual
_usa_config_chinese
USAConfigManager
USAConfigManager.set_usa_config()
USAConfigManager.set_usa_config_template()
USAConfigManager.set_usa_config_base()
USAConfigManager.set_usa_config_english()
USAConfigManager.set_usa_config_chinese()
USAConfigManager.set_usa_config_multilingual()
USAConfigManager.get_usa_config_template()
USAConfigManager.get_usa_config_base()
USAConfigManager.get_usa_config_english()
USAConfigManager.get_usa_config_chinese()
USAConfigManager.get_usa_config_multilingual()
- Module Contents
- Submodules
pyabsa.tasks.UniversalSentimentAnalysis.dataset_utils
- Submodules
pyabsa.tasks.UniversalSentimentAnalysis.instructor
pyabsa.tasks.UniversalSentimentAnalysis.models
pyabsa.tasks.UniversalSentimentAnalysis.prediction
pyabsa.tasks.UniversalSentimentAnalysis.trainer
- Package Contents
- Classes
USAConfigManager
USAConfigManager.set_usa_config()
USAConfigManager.set_usa_config_template()
USAConfigManager.set_usa_config_base()
USAConfigManager.set_usa_config_english()
USAConfigManager.set_usa_config_chinese()
USAConfigManager.set_usa_config_multilingual()
USAConfigManager.get_usa_config_template()
USAConfigManager.get_usa_config_base()
USAConfigManager.get_usa_config_english()
USAConfigManager.get_usa_config_chinese()
USAConfigManager.get_usa_config_multilingual()
USATrainingDataset
USADatasetList
USATrainingInstructor
USAModelList
USAPredictor
USATrainer
- Classes
- Subpackages
pyabsa.tasks._Archive
- Subpackages
pyabsa.tasks._Archive.ProteinRegression
- Subpackages
pyabsa.tasks._Archive.ProteinRegression.configuration
- Submodules
pyabsa.tasks._Archive.ProteinRegression.configuration.proteinr_configuration
- Module Contents
- Classes
- Attributes
_proteinr_config_template
_proteinr_config_base
_proteinr_config_english
_proteinr_config_multilingual
_proteinr_config_chinese
_proteinr_config_glove
ProteinRConfigManager
ProteinRConfigManager.set_proteinr_config()
ProteinRConfigManager.set_proteinr_config_template()
ProteinRConfigManager.set_proteinr_config_base()
ProteinRConfigManager.set_proteinr_config_english()
ProteinRConfigManager.set_proteinr_config_chinese()
ProteinRConfigManager.set_proteinr_config_multilingual()
ProteinRConfigManager.set_proteinr_config_glove()
ProteinRConfigManager.get_proteinr_config_template()
ProteinRConfigManager.get_proteinr_config_base()
ProteinRConfigManager.get_proteinr_config_english()
ProteinRConfigManager.get_proteinr_config_chinese()
ProteinRConfigManager.get_proteinr_config_multilingual()
ProteinRConfigManager.get_proteinr_config_glove()
- Module Contents
- Submodules
pyabsa.tasks._Archive.ProteinRegression.dataset_utils
- Subpackages
pyabsa.tasks._Archive.ProteinRegression.dataset_utils.__classic__
pyabsa.tasks._Archive.ProteinRegression.dataset_utils.__plm__
- Submodules
- Subpackages
pyabsa.tasks._Archive.ProteinRegression.instructor
- Submodules
pyabsa.tasks._Archive.ProteinRegression.instructor.proteinr_instructor
- Module Contents
- Classes
ProteinRTrainingInstructor
ProteinRTrainingInstructor._init_misc()
ProteinRTrainingInstructor._cache_or_load_dataset()
ProteinRTrainingInstructor._evaluate_acc_f1()
ProteinRTrainingInstructor._load_dataset_and_prepare_dataloader()
ProteinRTrainingInstructor.reload_model()
ProteinRTrainingInstructor._prepare_dataloader()
ProteinRTrainingInstructor._train()
ProteinRTrainingInstructor._train_and_evaluate()
ProteinRTrainingInstructor._k_fold_train_and_evaluate()
ProteinRTrainingInstructor._evaluate_r2()
ProteinRTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks._Archive.ProteinRegression.models
- Subpackages
pyabsa.tasks._Archive.ProteinRegression.models.__classic__
pyabsa.tasks._Archive.ProteinRegression.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks._Archive.ProteinRegression.prediction
pyabsa.tasks._Archive.ProteinRegression.trainer
- Package Contents
- Classes
ProteinRTrainer
ProteinRConfigManager
ProteinRConfigManager.set_proteinr_config()
ProteinRConfigManager.set_proteinr_config_template()
ProteinRConfigManager.set_proteinr_config_base()
ProteinRConfigManager.set_proteinr_config_english()
ProteinRConfigManager.set_proteinr_config_chinese()
ProteinRConfigManager.set_proteinr_config_multilingual()
ProteinRConfigManager.set_proteinr_config_glove()
ProteinRConfigManager.get_proteinr_config_template()
ProteinRConfigManager.get_proteinr_config_base()
ProteinRConfigManager.get_proteinr_config_english()
ProteinRConfigManager.get_proteinr_config_chinese()
ProteinRConfigManager.get_proteinr_config_multilingual()
ProteinRConfigManager.get_proteinr_config_glove()
BERTProteinRModelList
GloVeProteinRModelList
ProteinRDatasetList
ProteinRegressionDatasetList
ProteinRegressor
Predictor
- Classes
- Subpackages
pyabsa.tasks._Archive.RNAClassification
- Subpackages
pyabsa.tasks._Archive.RNAClassification.configuration
- Submodules
pyabsa.tasks._Archive.RNAClassification.configuration.rnac_configuration
- Module Contents
- Classes
- Attributes
_rnac_config_template
_rnac_config_base
_rnac_config_english
_rnac_config_multilingual
_rnac_config_chinese
_rnac_config_glove
RNACConfigManager
RNACConfigManager.set_rnac_config()
RNACConfigManager.set_rnac_config_template()
RNACConfigManager.set_rnac_config_base()
RNACConfigManager.set_rnac_config_english()
RNACConfigManager.set_rnac_config_chinese()
RNACConfigManager.set_rnac_config_multilingual()
RNACConfigManager.set_rnac_config_glove()
RNACConfigManager.get_rnac_config_template()
RNACConfigManager.get_rnac_config_base()
RNACConfigManager.get_rnac_config_english()
RNACConfigManager.get_rnac_config_chinese()
RNACConfigManager.get_rnac_config_multilingual()
RNACConfigManager.get_rnac_config_glove()
- Module Contents
- Submodules
pyabsa.tasks._Archive.RNAClassification.dataset_utils
- Submodules
pyabsa.tasks._Archive.RNAClassification.instructor
- Submodules
pyabsa.tasks._Archive.RNAClassification.instructor.rnac_instructor
- Module Contents
- Classes
RNACTrainingInstructor
RNACTrainingInstructor._init_misc()
RNACTrainingInstructor._cache_or_load_dataset()
RNACTrainingInstructor._train_and_evaluate()
RNACTrainingInstructor._k_fold_train_and_evaluate()
RNACTrainingInstructor._evaluate_acc_f1()
RNACTrainingInstructor._load_dataset_and_prepare_dataloader()
RNACTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks._Archive.RNAClassification.models
- Subpackages
pyabsa.tasks._Archive.RNAClassification.models.__classic__
pyabsa.tasks._Archive.RNAClassification.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks._Archive.RNAClassification.prediction
pyabsa.tasks._Archive.RNAClassification.trainer
- Package Contents
- Classes
RNACTrainer
RNACConfigManager
RNACConfigManager.set_rnac_config()
RNACConfigManager.set_rnac_config_template()
RNACConfigManager.set_rnac_config_base()
RNACConfigManager.set_rnac_config_english()
RNACConfigManager.set_rnac_config_chinese()
RNACConfigManager.set_rnac_config_multilingual()
RNACConfigManager.set_rnac_config_glove()
RNACConfigManager.get_rnac_config_template()
RNACConfigManager.get_rnac_config_base()
RNACConfigManager.get_rnac_config_english()
RNACConfigManager.get_rnac_config_chinese()
RNACConfigManager.get_rnac_config_multilingual()
RNACConfigManager.get_rnac_config_glove()
BERTRNACModelList
GloVeRNACModelList
RNACDatasetList
RNAClassificationDatasetList
RNAClassifier
Predictor
- Classes
- Subpackages
pyabsa.tasks._Archive.RNARegression
- Subpackages
pyabsa.tasks._Archive.RNARegression.configuration
- Submodules
pyabsa.tasks._Archive.RNARegression.configuration.rnar_configuration
- Module Contents
- Classes
- Attributes
_rnar_config_template
_rnar_config_base
_rnar_config_english
_rnar_config_multilingual
_rnar_config_chinese
_rnar_config_glove
RNARConfigManager
RNARConfigManager.set_rnar_config()
RNARConfigManager.set_rnar_config_template()
RNARConfigManager.set_rnar_config_base()
RNARConfigManager.set_rnar_config_english()
RNARConfigManager.set_rnar_config_chinese()
RNARConfigManager.set_rnar_config_multilingual()
RNARConfigManager.set_rnar_config_glove()
RNARConfigManager.get_rnar_config_template()
RNARConfigManager.get_rnar_config_base()
RNARConfigManager.get_rnar_config_english()
RNARConfigManager.get_rnar_config_chinese()
RNARConfigManager.get_rnar_config_multilingual()
RNARConfigManager.get_rnar_config_glove()
- Module Contents
- Submodules
pyabsa.tasks._Archive.RNARegression.dataset_utils
- Subpackages
pyabsa.tasks._Archive.RNARegression.dataset_utils.__classic__
pyabsa.tasks._Archive.RNARegression.dataset_utils.__plm__
- Submodules
- Subpackages
pyabsa.tasks._Archive.RNARegression.instructor
- Submodules
pyabsa.tasks._Archive.RNARegression.instructor.rnar_instructor
- Module Contents
- Classes
RNARTrainingInstructor
RNARTrainingInstructor._init_misc()
RNARTrainingInstructor._cache_or_load_dataset()
RNARTrainingInstructor._evaluate_acc_f1()
RNARTrainingInstructor._load_dataset_and_prepare_dataloader()
RNARTrainingInstructor.reload_model()
RNARTrainingInstructor._prepare_dataloader()
RNARTrainingInstructor._train_and_evaluate()
RNARTrainingInstructor._k_fold_train_and_evaluate()
RNARTrainingInstructor._evaluate_r2()
RNARTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks._Archive.RNARegression.models
- Subpackages
pyabsa.tasks._Archive.RNARegression.models.__classic__
pyabsa.tasks._Archive.RNARegression.models.__plm__
- Package Contents
- Subpackages
pyabsa.tasks._Archive.RNARegression.prediction
pyabsa.tasks._Archive.RNARegression.trainer
- Package Contents
- Classes
RNARTrainer
RNARConfigManager
RNARConfigManager.set_rnar_config()
RNARConfigManager.set_rnar_config_template()
RNARConfigManager.set_rnar_config_base()
RNARConfigManager.set_rnar_config_english()
RNARConfigManager.set_rnar_config_chinese()
RNARConfigManager.set_rnar_config_multilingual()
RNARConfigManager.set_rnar_config_glove()
RNARConfigManager.get_rnar_config_template()
RNARConfigManager.get_rnar_config_base()
RNARConfigManager.get_rnar_config_english()
RNARConfigManager.get_rnar_config_chinese()
RNARConfigManager.get_rnar_config_multilingual()
RNARConfigManager.get_rnar_config_glove()
BERTRNARModelList
GloVeRNARModelList
RNARDatasetList
RNARegressionDatasetList
RNARegressor
Predictor
- Classes
- Subpackages
- Subpackages
pyabsa.tasks.__SubtaskTemplate__
- Subpackages
pyabsa.tasks.__SubtaskTemplate__.configuration
- Submodules
pyabsa.tasks.__SubtaskTemplate__.configuration.configuration
- Module Contents
- Classes
- Attributes
_apc_config_template
_apc_config_base
_apc_config_english
_apc_config_multilingual
_apc_config_chinese
APCConfigManager
APCConfigManager.set_apc_config()
APCConfigManager.set_apc_config_template()
APCConfigManager.set_apc_config_base()
APCConfigManager.set_apc_config_english()
APCConfigManager.set_apc_config_chinese()
APCConfigManager.set_apc_config_multilingual()
APCConfigManager.set_apc_config_glove()
APCConfigManager.set_apc_config_bert_baseline()
APCConfigManager.get_apc_config_template()
APCConfigManager.get_apc_config_base()
APCConfigManager.get_apc_config_english()
APCConfigManager.get_apc_config_chinese()
APCConfigManager.get_apc_config_multilingual()
- Module Contents
- Submodules
pyabsa.tasks.__SubtaskTemplate__.dataset_utils
- Submodules
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
- Module Contents
- Classes
APCDatasetList
APCDatasetList.Laptop14
APCDatasetList.Restaurant14
APCDatasetList.ARTS_Laptop14
APCDatasetList.ARTS_Restaurant14
APCDatasetList.Restaurant15
APCDatasetList.Restaurant16
APCDatasetList.ACL_Twitter
APCDatasetList.MAMS
APCDatasetList.Television
APCDatasetList.TShirt
APCDatasetList.Yelp
APCDatasetList.Phone
APCDatasetList.Car
APCDatasetList.Notebook
APCDatasetList.Camera
APCDatasetList.Shampoo
APCDatasetList.MOOC
APCDatasetList.MOOC_En
APCDatasetList.Kaggle
APCDatasetList.Chinese_Zhang
APCDatasetList.Chinese
APCDatasetList.Binary_Polarity_Chinese
APCDatasetList.Triple_Polarity_Chinese
APCDatasetList.SemEval2016Task5
APCDatasetList.Arabic_SemEval2016Task5
APCDatasetList.Dutch_SemEval2016Task5
APCDatasetList.Spanish_SemEval2016Task5
APCDatasetList.Turkish_SemEval2016Task5
APCDatasetList.Russian_SemEval2016Task5
APCDatasetList.French_SemEval2016Task5
APCDatasetList.English_SemEval2016Task5
APCDatasetList.English
APCDatasetList.SemEval
APCDatasetList.Restaurant
APCDatasetList.Multilingual
- Classes
- Module Contents
- Submodules
pyabsa.tasks.__SubtaskTemplate__.instructor
- Submodules
pyabsa.tasks.__SubtaskTemplate__.instructor.instructor
- Module Contents
- Classes
APCTrainingInstructor
APCTrainingInstructor._load_dataset_and_prepare_dataloader()
APCTrainingInstructor._train_and_evaluate()
APCTrainingInstructor._k_fold_train_and_evaluate()
APCTrainingInstructor._evaluate_acc_f1()
APCTrainingInstructor._init_misc()
APCTrainingInstructor._cache_or_load_dataset()
APCTrainingInstructor.run()
- Classes
- Module Contents
- Submodules
pyabsa.tasks.__SubtaskTemplate__.models
pyabsa.tasks.__SubtaskTemplate__.prediction
pyabsa.tasks.__SubtaskTemplate__.trainer
- Package Contents
- Classes
APCDatasetList
APCDatasetList.Laptop14
APCDatasetList.Restaurant14
APCDatasetList.ARTS_Laptop14
APCDatasetList.ARTS_Restaurant14
APCDatasetList.Restaurant15
APCDatasetList.Restaurant16
APCDatasetList.ACL_Twitter
APCDatasetList.MAMS
APCDatasetList.Television
APCDatasetList.TShirt
APCDatasetList.Yelp
APCDatasetList.Phone
APCDatasetList.Car
APCDatasetList.Notebook
APCDatasetList.Camera
APCDatasetList.Shampoo
APCDatasetList.MOOC
APCDatasetList.MOOC_En
APCDatasetList.Kaggle
APCDatasetList.Chinese_Zhang
APCDatasetList.Chinese
APCDatasetList.Binary_Polarity_Chinese
APCDatasetList.Triple_Polarity_Chinese
APCDatasetList.SemEval2016Task5
APCDatasetList.Arabic_SemEval2016Task5
APCDatasetList.Dutch_SemEval2016Task5
APCDatasetList.Spanish_SemEval2016Task5
APCDatasetList.Turkish_SemEval2016Task5
APCDatasetList.Russian_SemEval2016Task5
APCDatasetList.French_SemEval2016Task5
APCDatasetList.English_SemEval2016Task5
APCDatasetList.English
APCDatasetList.SemEval
APCDatasetList.Restaurant
APCDatasetList.Multilingual
- Classes
- Subpackages
- Subpackages
pyabsa.utils
- Subpackages
pyabsa.utils.absa_utils
pyabsa.utils.cache_utils
pyabsa.utils.check_utils
pyabsa.utils.data_utils
pyabsa.utils.ensemble_prediction
pyabsa.utils.exception_utils
pyabsa.utils.file_utils
- Submodules
pyabsa.utils.file_utils.file_utils
- Module Contents
- Functions
meta_load()
meta_save()
save_jsonl()
save_txt()
save_json()
save_excel()
save_csv()
save_npy()
save_torch()
save_pickle()
load_excel()
load_csv()
load_npy()
load_torch()
load_pickle()
load_txt()
remove_empty_line()
save_json()
load_json()
load_jsonl()
load_dataset_from_file()
prepare_glove840_embedding()
unzip_checkpoint()
save_model()
- Functions
- Module Contents
- Submodules
pyabsa.utils.logger
pyabsa.utils.notification_utils
pyabsa.utils.proxy_utils
pyabsa.utils.text_utils
pyabsa.utils.wrappers
- Submodules
- Package Contents
- Subpackages
- Package Contents
- Classes
- Functions
- Attributes
__name__
__version__
check_emergency_notification()
TaskNameOption
TaskCodeOption
TaskCodeOption.Aspect_Polarity_Classification
TaskCodeOption.Aspect_Term_Extraction_and_Classification
TaskCodeOption.Aspect_Sentiment_Triplet_Extraction
TaskCodeOption.Sentiment_Analysis
TaskCodeOption.Text_Classification
TaskCodeOption.Text_Adversarial_Defense
TaskCodeOption.RNASequenceClassification
TaskCodeOption.RNASequenceRegression
TaskCodeOption.ProteinSequenceRegression
TaskCodeOption.CodeDefectDetection
TaskCodeOption.Aspect_Category_Opinion_Sentiment_Triplet_Extraction
TaskCodeOption.Universal_Sentiment_Analysis
LabelPaddingOption
ModelSaveOption
ProxyAddressOption
DeviceTypeOption
PyABSAMaterialHostAddress
DatasetItem
make_ABSA_dataset()
generate_inference_set_for_apc()
convert_apc_set_to_atepc_set()
download_all_available_datasets()
download_dataset_by_name()
load_dataset_from_file()
available_checkpoints()
download_checkpoint()
DatasetDict
APCCheckpointManager
ATEPCCheckpointManager
ASTECheckpointManager
TCCheckpointManager
TADCheckpointManager
RNACCheckpointManager
RNARCheckpointManager
APCDatasetList
APCDatasetList.Laptop14
APCDatasetList.Restaurant14
APCDatasetList.ARTS_Laptop14
APCDatasetList.ARTS_Restaurant14
APCDatasetList.Restaurant15
APCDatasetList.Restaurant16
APCDatasetList.ACL_Twitter
APCDatasetList.MAMS
APCDatasetList.Television
APCDatasetList.TShirt
APCDatasetList.Yelp
APCDatasetList.Phone
APCDatasetList.Car
APCDatasetList.Notebook
APCDatasetList.Camera
APCDatasetList.Shampoo
APCDatasetList.MOOC
APCDatasetList.MOOC_En
APCDatasetList.Kaggle
APCDatasetList.Chinese_Zhang
APCDatasetList.Chinese
APCDatasetList.Binary_Polarity_Chinese
APCDatasetList.Triple_Polarity_Chinese
APCDatasetList.SemEval2016Task5
APCDatasetList.Arabic_SemEval2016Task5
APCDatasetList.Dutch_SemEval2016Task5
APCDatasetList.Spanish_SemEval2016Task5
APCDatasetList.Turkish_SemEval2016Task5
APCDatasetList.Russian_SemEval2016Task5
APCDatasetList.French_SemEval2016Task5
APCDatasetList.English_SemEval2016Task5
APCDatasetList.English
APCDatasetList.SemEval
APCDatasetList.Restaurant
APCDatasetList.Multilingual
meta_load()
meta_save()
clean()
ABSADatasetList
validate_pyabsa_version()
query_release_notes()
check_pyabsa_update()
check_package_version()
- Subpackages
data_utils_for_training
data_utils_for_inference