Index

A

AdamWeightDecayOptimizer (class in easytransfer.optimizers.adam_weight_decay_optimizer) add_line() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method) add_word() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method)

AlbertConfig (class in easytransfer.model_zoo.modeling_albert) AlbertPreTrainedModel (class in easytransfer.model_zoo.modeling_albert) apply_gradients() (easytransfer.optimizers.lamb_weight_decay_optimizer.LambWeightDecayOptimizer method)

B

base_model (class in easytransfer) BaseSequenceLabeling (class in easytransfer.app_zoo.sequence_labeling) BaseTextClassify (class in easytransfer.app_zoo.text_classify) BaseTextComprehension (class in easytransfer.app_zoo.text_comprehension) BaseTextMatch (class in easytransfer.app_zoo.text_match) BasicTokenizer (class in easytransfer.preprocessors.tokenization) BertConfig (class in easytransfer.model_zoo.modeling_bert), [1] BertCRFSequenceLabeling (class in easytransfer.app_zoo.sequence_labeling) BertFeatureExtractor (class in easytransfer.app_zoo.feature_extractor) BertPreTrainedModel (class in easytransfer.model_zoo.modeling_bert) BertSequenceLabeling (class in easytransfer.app_zoo.sequence_labeling) BertTextClassify (class in easytransfer.app_zoo.text_classify) BERTTextComprehension (class in easytransfer.app_zoo.text_comprehension) BERTTextHAEComprehension (class in easytransfer.app_zoo.text_comprehension) BertTextMatch (class in easytransfer.app_zoo.text_match) BertTextMatchTwoTower (class in easytransfer.app_zoo.text_match) BiCNNTextMatch (class in easytransfer.app_zoo.text_match) build_eval_metrics() (easytransfer.app_zoo.sequence_labeling.BaseSequenceLabeling method) (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling method) (easytransfer.app_zoo.text_classify.BaseTextClassify method) (easytransfer.app_zoo.text_comprehension.BaseTextComprehension method) (easytransfer.app_zoo.text_match.BaseTextMatch method) (easytransfer.base_model method) build_from_file() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab class method) build_kd_loss() (in module easytransfer.losses.kd_loss) build_kd_probes_loss() (in module easytransfer.losses.kd_loss) build_logits() (easytransfer.app_zoo.feature_extractor.BertFeatureExtractor method) (easytransfer.app_zoo.sequence_labeling.BaseSequenceLabeling method) (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling method) (easytransfer.app_zoo.sequence_labeling.BertSequenceLabeling method) (easytransfer.app_zoo.text_classify.BaseTextClassify method) (easytransfer.app_zoo.text_classify.BertTextClassify method) (easytransfer.app_zoo.text_classify.ExtentableMultiTaskClassify method) (easytransfer.app_zoo.text_classify.TextCNNClassify method) (easytransfer.app_zoo.text_classify.TextDGCNNClassify method) (easytransfer.app_zoo.text_comprehension.BaseTextComprehension method) (easytransfer.app_zoo.text_comprehension.BERTTextComprehension method) (easytransfer.app_zoo.text_comprehension.BERTTextHAEComprehension method) (easytransfer.app_zoo.text_match.BaseTextMatch method) (easytransfer.app_zoo.text_match.BertTextMatch method) (easytransfer.app_zoo.text_match.BertTextMatchTwoTower method) (easytransfer.app_zoo.text_match.BiCNNTextMatch method) (easytransfer.app_zoo.text_match.DAMPlusTextMatch method) (easytransfer.app_zoo.text_match.DAMTextMatch method) (easytransfer.app_zoo.text_match.HCNNTextMatch method) (easytransfer.base_model method)

build_loss() (easytransfer.app_zoo.sequence_labeling.BaseSequenceLabeling method) (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling method) (easytransfer.app_zoo.text_classify.BaseTextClassify method) (easytransfer.app_zoo.text_comprehension.BaseTextComprehension method) (easytransfer.app_zoo.text_match.BaseTextMatch method) (easytransfer.app_zoo.text_match.BertTextMatchTwoTower method) (easytransfer.base_model method) build_predictions() (easytransfer.app_zoo.feature_extractor.BertFeatureExtractor method) (easytransfer.app_zoo.sequence_labeling.BaseSequenceLabeling method) (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling method) (easytransfer.app_zoo.text_classify.BaseTextClassify method) (easytransfer.app_zoo.text_comprehension.BaseTextComprehension method) (easytransfer.app_zoo.text_match.BaseTextMatch method) (easytransfer.base_model method) BundleCSVReader (class in easytransfer.datasets.csv_reader) BundleTFRecordReader (class in easytransfer.datasets.tfrecord_reader)

C

call() (easytransfer.model_zoo.modeling_albert.AlbertPreTrainedModel method) (easytransfer.model_zoo.modeling_bert.BertPreTrainedModel method) (easytransfer.model_zoo.modeling_imagebert.ImageBertPreTrainedModel method) (easytransfer.model_zoo.modeling_roberta.RobertaPreTrainedModel method) (easytransfer.preprocessors.comprehension_preprocessor.ComprehensionPreprocessor method) (easytransfer.preprocessors.comprehension_preprocessor.MultiTurnComprehensionPreprocessor method) (easytransfer.preprocessors.preprocessor.Preprocessor method) ClassificationPostprocessor (class in easytransfer.postprocessors.classification_postprocessors) ClassificationRegressionPreprocessor (class in easytransfer.preprocessors.classification_regression_preprocessor) ClassificationRegressionPreprocessorConfig (class in easytransfer.preprocessors.classification_regression_preprocessor) close() (easytransfer.datasets.csv_reader.CSVReader method) comprehension_loss() (in module easytransfer.losses.comprehension_loss) ComprehensionPostprocessor (class in easytransfer.postprocessors.comprehension_postprocessors) ComprehensionPreprocessor (class in easytransfer.preprocessors.comprehension_preprocessor) ComprehensionPreprocessorConfig (class in easytransfer.preprocessors.comprehension_preprocessor) config_class (easytransfer.model_zoo.modeling_albert.AlbertPreTrainedModel attribute) (easytransfer.model_zoo.modeling_bert.BertPreTrainedModel attribute) (easytransfer.model_zoo.modeling_imagebert.ImageBertPreTrainedModel attribute) (easytransfer.model_zoo.modeling_roberta.RobertaPreTrainedModel attribute) (easytransfer.preprocessors.classification_regression_preprocessor.ClassificationRegressionPreprocessor attribute) (easytransfer.preprocessors.classification_regression_preprocessor.MultiTaskClassificationPreprocessor attribute) (easytransfer.preprocessors.classification_regression_preprocessor.PairedClassificationRegressionPreprocessor attribute) (easytransfer.preprocessors.comprehension_preprocessor.ComprehensionPreprocessor attribute) (easytransfer.preprocessors.comprehension_preprocessor.MultiTurnComprehensionPreprocessor attribute) (easytransfer.preprocessors.labeling_preprocessor.SequenceLabelingPreprocessor attribute) (easytransfer.preprocessors.pretrain_preprocessor.PretrainPreprocessor attribute)

convert_by_vocab() (in module easytransfer.preprocessors.tokenization) convert_example_to_features() (easytransfer.preprocessors.classification_regression_preprocessor.ClassificationRegressionPreprocessor method) (easytransfer.preprocessors.classification_regression_preprocessor.MultiTaskClassificationPreprocessor method) (easytransfer.preprocessors.classification_regression_preprocessor.PairedClassificationRegressionPreprocessor method) (easytransfer.preprocessors.comprehension_preprocessor.ComprehensionPreprocessor method) (easytransfer.preprocessors.comprehension_preprocessor.MultiTurnComprehensionPreprocessor method) (easytransfer.preprocessors.deeptext_preprocessor.DeepTextPreprocessor method) (easytransfer.preprocessors.labeling_preprocessor.SequenceLabelingPreprocessor method) (easytransfer.preprocessors.preprocessor.Preprocessor method) (easytransfer.preprocessors.pretrain_preprocessor.PretrainPreprocessor method) convert_examples_to_example_variations() (easytransfer.preprocessors.comprehension_preprocessor.MultiTurnComprehensionPreprocessor static method) convert_ids_to_tokens() (easytransfer.preprocessors.tokenization.FullTokenizer method) convert_to_unicode() (in module easytransfer.preprocessors.tokenization) convert_tokens_to_ids() (easytransfer.preprocessors.tokenization.FullTokenizer method) (in module easytransfer.preprocessors.tokenization) CQAExample (class in easytransfer.preprocessors.comprehension_preprocessor) CQAInputFeatures (class in easytransfer.preprocessors.comprehension_preprocessor) create_chinese_subwords() (in module easytransfer.preprocessors.pretrain_preprocessor) create_float_feature() (in module easytransfer.preprocessors.pretrain_preprocessor) create_int_feature() (in module easytransfer.preprocessors.pretrain_preprocessor) create_masked_lm_predictions() (in module easytransfer.preprocessors.pretrain_preprocessor) CSVReader (class in easytransfer.datasets.csv_reader) CSVWriter (class in easytransfer.datasets.csv_writer)

D

DAMPlusTextMatch (class in easytransfer.app_zoo.text_match) DAMTextMatch (class in easytransfer.app_zoo.text_match) DeepTextPreprocessor (class in easytransfer.preprocessors.deeptext_preprocessor) DeepTextVocab (class in easytransfer.preprocessors.deeptext_preprocessor) default_model_params() (easytransfer.app_zoo.sequence_labeling.BaseSequenceLabeling static method) (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling static method) (easytransfer.app_zoo.sequence_labeling.BertSequenceLabeling static method) (easytransfer.app_zoo.text_classify.BaseTextClassify static method) (easytransfer.app_zoo.text_classify.BertTextClassify static method) (easytransfer.app_zoo.text_classify.ExtentableMultiTaskClassify static method) (easytransfer.app_zoo.text_classify.TextCNNClassify static method) (easytransfer.app_zoo.text_classify.TextDGCNNClassify static method) (easytransfer.app_zoo.text_comprehension.BaseTextComprehension static method) (easytransfer.app_zoo.text_comprehension.BERTTextComprehension static method) (easytransfer.app_zoo.text_comprehension.BERTTextHAEComprehension static method) (easytransfer.app_zoo.text_match.BaseTextMatch static method) (easytransfer.app_zoo.text_match.BertTextMatch static method) (easytransfer.app_zoo.text_match.BertTextMatchTwoTower static method) (easytransfer.app_zoo.text_match.BiCNNTextMatch static method) (easytransfer.app_zoo.text_match.DAMPlusTextMatch static method) (easytransfer.app_zoo.text_match.DAMTextMatch static method) (easytransfer.app_zoo.text_match.HCNNTextMatch static method)

E

easytransfer.app_zoo.feature_extractor module easytransfer.app_zoo.sequence_labeling module easytransfer.app_zoo.text_classify module easytransfer.app_zoo.text_comprehension module easytransfer.app_zoo.text_match module easytransfer.datasets.csv_reader module easytransfer.datasets.csv_writer module easytransfer.datasets.odps_table_reader module easytransfer.datasets.odps_table_writer module easytransfer.datasets.tfrecord_reader module easytransfer.datasets.tfrecord_writer module easytransfer.layers.activations module easytransfer.losses.classification_regression_loss module easytransfer.losses.comprehension_loss module easytransfer.losses.kd_loss module easytransfer.losses.labeling_loss module easytransfer.losses.matching_loss module

easytransfer.losses.pretrain_loss module easytransfer.optimizers module easytransfer.optimizers.adam_weight_decay_optimizer module easytransfer.optimizers.lamb_weight_decay_optimizer module easytransfer.postprocessors.classification_postprocessors module easytransfer.postprocessors.comprehension_postprocessors module easytransfer.postprocessors.labeling_postprocessors module easytransfer.preprocessors.classification_regression_preprocessor module easytransfer.preprocessors.comprehension_preprocessor module easytransfer.preprocessors.deeptext_preprocessor module easytransfer.preprocessors.labeling_preprocessor module easytransfer.preprocessors.preprocessor module easytransfer.preprocessors.pretrain_preprocessor module easytransfer.preprocessors.tokenization module encode_ids() (in module easytransfer.preprocessors.tokenization) encode_pieces() (in module easytransfer.preprocessors.tokenization) Example (class in easytransfer.preprocessors.comprehension_preprocessor) export_to_file() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method) ExtentableMultiTaskClassify (class in easytransfer.app_zoo.text_classify)

F

filter_vocab_to_fix_length() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method)

from_json_file() (easytransfer.preprocessors.preprocessor.PreprocessorConfig class method) FullTokenizer (class in easytransfer.preprocessors.tokenization)

G

gelu() (in module easytransfer.layers.activations) gelu_new() (in module easytransfer.layers.activations) get_input_tensor_schema() (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling static method) (easytransfer.app_zoo.sequence_labeling.BertSequenceLabeling static method) (easytransfer.app_zoo.text_classify.BertTextClassify static method) (easytransfer.app_zoo.text_classify.ExtentableMultiTaskClassify static method) (easytransfer.app_zoo.text_classify.TextCNNClassify static method) (easytransfer.app_zoo.text_classify.TextDGCNNClassify static method) (easytransfer.app_zoo.text_comprehension.BERTTextComprehension static method) (easytransfer.app_zoo.text_comprehension.BERTTextHAEComprehension static method) (easytransfer.app_zoo.text_match.BertTextMatch static method) (easytransfer.app_zoo.text_match.BertTextMatchTwoTower static method) (easytransfer.app_zoo.text_match.BiCNNTextMatch static method) (easytransfer.app_zoo.text_match.DAMPlusTextMatch static method) (easytransfer.app_zoo.text_match.DAMTextMatch static method) (easytransfer.app_zoo.text_match.HCNNTextMatch static method)

get_preprocessor() (easytransfer.preprocessors.preprocessor.Preprocessor class method) get_pretrained_embedding() (in module easytransfer.preprocessors.deeptext_preprocessor) get_received_tensor_schema() (easytransfer.app_zoo.sequence_labeling.BertCRFSequenceLabeling static method) (easytransfer.app_zoo.sequence_labeling.BertSequenceLabeling static method) (easytransfer.app_zoo.text_classify.BertTextClassify static method) (easytransfer.app_zoo.text_classify.ExtentableMultiTaskClassify static method) (easytransfer.app_zoo.text_classify.TextCNNClassify static method) (easytransfer.app_zoo.text_classify.TextDGCNNClassify static method) (easytransfer.app_zoo.text_comprehension.BERTTextComprehension static method) (easytransfer.app_zoo.text_comprehension.BERTTextHAEComprehension static method) (easytransfer.app_zoo.text_match.BertTextMatch static method) (easytransfer.app_zoo.text_match.BertTextMatchTwoTower static method) (easytransfer.app_zoo.text_match.BiCNNTextMatch static method) (easytransfer.app_zoo.text_match.DAMPlusTextMatch static method) (easytransfer.app_zoo.text_match.DAMTextMatch static method) (easytransfer.app_zoo.text_match.HCNNTextMatch static method) get_train_op() (in module easytransfer.optimizers)

H

has() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method)

HCNNTextMatch (class in easytransfer.app_zoo.text_match)

I

image_reconstruction_kld_loss() (in module easytransfer.losses.pretrain_loss) image_reconstruction_mse_loss() (in module easytransfer.losses.pretrain_loss) ImageBertConfig (class in easytransfer.model_zoo.modeling_imagebert)

ImageBertPreTrainedModel (class in easytransfer.model_zoo.modeling_imagebert) index() (easytransfer.preprocessors.pretrain_preprocessor.MaskedLmInstance property) InputFeatures (class in easytransfer.preprocessors.comprehension_preprocessor) is_whitespace() (in module easytransfer.preprocessors.comprehension_preprocessor)

K

kld_loss() (in module easytransfer.losses.kd_loss)

L

label() (easytransfer.preprocessors.pretrain_preprocessor.MaskedLmInstance property) LabelingPostprocessor (class in easytransfer.postprocessors.labeling_postprocessors)

LambWeightDecayOptimizer (class in easytransfer.optimizers.lamb_weight_decay_optimizer) load_vocab() (in module easytransfer.preprocessors.tokenization)

M

mask_patch_features() (easytransfer.model_zoo.modeling_imagebert.ImageBertPreTrainedModel method) masked_language_model_loss() (in module easytransfer.losses.pretrain_loss) MaskedLmInstance (class in easytransfer.preprocessors.pretrain_preprocessor) matching_embedding_margin_loss() (in module easytransfer.losses.matching_loss) mean_square_error() (in module easytransfer.losses.classification_regression_loss) module easytransfer.app_zoo.feature_extractor easytransfer.app_zoo.sequence_labeling easytransfer.app_zoo.text_classify easytransfer.app_zoo.text_comprehension easytransfer.app_zoo.text_match easytransfer.datasets.csv_reader easytransfer.datasets.csv_writer easytransfer.datasets.odps_table_reader easytransfer.datasets.odps_table_writer easytransfer.datasets.tfrecord_reader easytransfer.datasets.tfrecord_writer easytransfer.layers.activations easytransfer.losses.classification_regression_loss easytransfer.losses.comprehension_loss easytransfer.losses.kd_loss easytransfer.losses.labeling_loss easytransfer.losses.matching_loss easytransfer.losses.pretrain_loss easytransfer.optimizers easytransfer.optimizers.adam_weight_decay_optimizer easytransfer.optimizers.lamb_weight_decay_optimizer easytransfer.postprocessors.classification_postprocessors easytransfer.postprocessors.comprehension_postprocessors easytransfer.postprocessors.labeling_postprocessors easytransfer.preprocessors.classification_regression_preprocessor easytransfer.preprocessors.comprehension_preprocessor easytransfer.preprocessors.deeptext_preprocessor easytransfer.preprocessors.labeling_preprocessor easytransfer.preprocessors.preprocessor easytransfer.preprocessors.pretrain_preprocessor easytransfer.preprocessors.tokenization

mse_loss() (in module easytransfer.losses.kd_loss) multi_label_sigmoid_cross_entropy() (in module easytransfer.losses.classification_regression_loss) MultiTaskClassificationPostprocessor (class in easytransfer.postprocessors.classification_postprocessors) MultiTaskClassificationPreprocessor (class in easytransfer.preprocessors.classification_regression_preprocessor) MultiTaskClassificationPreprocessorConfig (class in easytransfer.preprocessors.classification_regression_preprocessor) MultiTurnComprehensionPreprocessor (class in easytransfer.preprocessors.comprehension_preprocessor)

N

next_sentence_prediction_loss() (in module easytransfer.losses.pretrain_loss)

O

OdpsTableReader (class in easytransfer.datasets.odps_table_reader)

OdpsTableWriter (class in easytransfer.datasets.odps_table_writer)

P

PairedClassificationRegressionPreprocessor (class in easytransfer.preprocessors.classification_regression_preprocessor) Preprocessor (class in easytransfer.preprocessors.preprocessor) PreprocessorConfig (class in easytransfer.preprocessors.preprocessor) PretrainPreprocessor (class in easytransfer.preprocessors.pretrain_preprocessor) PretrainPreprocessorConfig (class in easytransfer.preprocessors.pretrain_preprocessor) printable_text() (in module easytransfer.preprocessors.tokenization) process() (easytransfer.datasets.csv_reader.CSVReader method) (easytransfer.datasets.odps_table_reader.OdpsTableReader method) (easytransfer.postprocessors.classification_postprocessors.ClassificationPostprocessor method) (easytransfer.postprocessors.classification_postprocessors.MultiTaskClassificationPostprocessor method) (easytransfer.postprocessors.comprehension_postprocessors.ComprehensionPostprocessor method) (easytransfer.postprocessors.labeling_postprocessors.LabelingPostprocessor method) (easytransfer.preprocessors.classification_regression_preprocessor.MultiTaskClassificationPreprocessor method) (easytransfer.preprocessors.comprehension_preprocessor.ComprehensionPreprocessor method) (easytransfer.preprocessors.comprehension_preprocessor.MultiTurnComprehensionPreprocessor method) (easytransfer.preprocessors.preprocessor.Preprocessor method)

R

relu() (in module easytransfer.layers.activations)

RobertaPreTrainedModel (class in easytransfer.model_zoo.modeling_roberta)

S

selective_init_from_checkpoint_without_training_ops() (easytransfer.app_zoo.text_classify.ExtentableMultiTaskClassify method) sequence_labeling_loss() (in module easytransfer.losses.labeling_loss) SequenceLabelingPreprocessor (class in easytransfer.preprocessors.labeling_preprocessor) SequenceLabelingPreprocessorConfig (class in easytransfer.preprocessors.labeling_preprocessor) set_feature_schema() (easytransfer.preprocessors.classification_regression_preprocessor.ClassificationRegressionPreprocessor method) (easytransfer.preprocessors.classification_regression_preprocessor.MultiTaskClassificationPreprocessor method) (easytransfer.preprocessors.classification_regression_preprocessor.PairedClassificationRegressionPreprocessor method) (easytransfer.preprocessors.deeptext_preprocessor.DeepTextPreprocessor method) (easytransfer.preprocessors.labeling_preprocessor.SequenceLabelingPreprocessor method) (easytransfer.preprocessors.preprocessor.Preprocessor method) (easytransfer.preprocessors.pretrain_preprocessor.PretrainPreprocessor method)

softmax_cross_entropy() (in module easytransfer.losses.classification_regression_loss) swish() (in module easytransfer.layers.activations)

T

TextCNNClassify (class in easytransfer.app_zoo.text_classify) TextDGCNNClassify (class in easytransfer.app_zoo.text_classify) TFRecordReader (class in easytransfer.datasets.tfrecord_reader) TFRecordWriter (class in easytransfer.datasets.tfrecord_writer) to_idx() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method)

to_word() (easytransfer.preprocessors.deeptext_preprocessor.DeepTextVocab method) tokenize() (easytransfer.preprocessors.tokenization.BasicTokenizer method) (easytransfer.preprocessors.tokenization.FullTokenizer method) (easytransfer.preprocessors.tokenization.WordpieceTokenizer method) TrainingInstance (class in easytransfer.preprocessors.pretrain_preprocessor) truncate_seq_pair() (in module easytransfer.preprocessors.preprocessor)

W

whitespace_tokenize() (in module easytransfer.preprocessors.comprehension_preprocessor) (in module easytransfer.preprocessors.tokenization)

WordpieceTokenizer (class in easytransfer.preprocessors.tokenization)

X

xent_loss() (in module easytransfer.losses.kd_loss)