Index

A

after_epoch() (easytexminer.core.trainer.Trainer method)

after_iter() (easytexminer.core.trainer.Trainer method) after_train() (easytexminer.core.trainer.Trainer method)

B

base_model_prefix (easytexminer.model_zoo.models.bert.modeling_bert.BertPreTrainedModel attribute) batch_fn() (easytexminer.data.cls_dataset.BertClassificationDataset method) (easytexminer.data.cls_dataset.CNNClassificationDataset method) (easytexminer.data.cls_dataset.GLUEDataset method) (easytexminer.data.labeling_dataset.BertLabelingDataset method) (easytexminer.data.lm_dataset.WMMLanguageModelDataset method) before_epoch() (easytexminer.core.trainer.Trainer method)

before_iter() (easytexminer.core.trainer.Trainer method) bert_labeling_convert_example_to_feature() (in module easytexminer.data.labeling_dataset) BertClassificationDataset (class in easytexminer.data.cls_dataset) BertConfig (class in easytexminer.model_zoo.models.bert.modeling_bert) BertLabelingDataset (class in easytexminer.data.labeling_dataset) BertPreTrainedModel (class in easytexminer.model_zoo.models.bert.modeling_bert) BertTextClassify (class in easytexminer.applications.classification.bert) BertTextClassifyPredictor (class in easytexminer.applications.classification.bert)

C

CNNClassificationDataset (class in easytexminer.data.cls_dataset) CNNTextClassify (class in easytexminer.applications.classification.cnn) CNNTextClassifyPredictor (class in easytexminer.applications.classification.cnn) compute_loss() (easytexminer.applications.classification.bert.BertTextClassify method) (easytexminer.applications.classification.cnn.CNNTextClassify method) config_class (easytexminer.applications.classification.cnn.CNNTextClassify attribute) (easytexminer.model_zoo.models.bert.modeling_bert.BertPreTrainedModel attribute)

convert_single_row_to_example() (easytexminer.data.cls_dataset.BertClassificationDataset method) (easytexminer.data.cls_dataset.CNNClassificationDataset method) (easytexminer.data.cls_dataset.GLUEDataset method) (easytexminer.data.labeling_dataset.BertLabelingDataset method) (easytexminer.data.lm_dataset.WMMLanguageModelDataset method) cosine_embedding_loss() (in module easytexminer.losses.kd_loss)

E

easytexminer.applications.classification.bert module easytexminer.applications.classification.cnn module easytexminer.data.cls_dataset module easytexminer.data.labeling_dataset module easytexminer.data.lm_dataset module easytexminer.losses.kd_loss module easytexminer.utils.initializer module

eval_metrics (easytexminer.data.cls_dataset.BertClassificationDataset property) (easytexminer.data.cls_dataset.CNNClassificationDataset property) (easytexminer.data.cls_dataset.GLUEDataset property) (easytexminer.data.labeling_dataset.BertLabelingDataset property) (easytexminer.data.lm_dataset.WMMLanguageModelDataset property) evaluate() (easytexminer.core.evaluator.Evaluator method) evaluate_language_modeling() (easytexminer.core.evaluator.Evaluator method) evaluate_multi_label_text_classify() (easytexminer.core.evaluator.Evaluator method) evaluate_none_task() (easytexminer.core.evaluator.Evaluator method) evaluate_sequence_labeling() (easytexminer.core.evaluator.Evaluator method) evaluate_text_classify() (easytexminer.core.evaluator.Evaluator method) Evaluator (class in easytexminer.core.evaluator)

F

forward() (easytexminer.applications.classification.bert.BertTextClassify method) (easytexminer.applications.classification.cnn.CNNTextClassify method) (easytexminer.model_zoo.models.cnn.TextCNNEncoder method)

G

GLUEDataset (class in easytexminer.data.cls_dataset)

I

init_odps_io() (in module easytexminer.utils.initializer) init_oss_io() (in module easytexminer.utils.initializer)

initialize_easytexminer() (in module easytexminer.utils.initializer) InputExample (class in easytexminer.data.labeling_dataset)

L

label_enumerate_values (easytexminer.data.cls_dataset.BertClassificationDataset property) (easytexminer.data.cls_dataset.CNNClassificationDataset property) (easytexminer.data.cls_dataset.GLUEDataset property) (easytexminer.data.labeling_dataset.BertLabelingDataset property) (easytexminer.data.lm_dataset.WMMLanguageModelDataset property)

LabelingFeatures (class in easytexminer.data.labeling_dataset) learning_rate (easytexminer.core.trainer.Trainer property) load_tf_weights() (easytexminer.model_zoo.models.bert.modeling_bert.BertPreTrainedModel method) log_train_infos() (easytexminer.core.trainer.Trainer method)

M

mask_tokens() (easytexminer.data.lm_dataset.WMMLanguageModelDataset method) model_module (easytexminer.core.trainer.Trainer property) model_type (easytexminer.model_zoo.models.bert.modeling_bert.BertConfig attribute) module easytexminer.applications.classification.bert easytexminer.applications.classification.cnn easytexminer.data.cls_dataset easytexminer.data.labeling_dataset easytexminer.data.lm_dataset easytexminer.losses.kd_loss easytexminer.utils.initializer

mse_loss() (in module easytexminer.losses.kd_loss)

O

optimizer_step() (easytexminer.core.trainer.Trainer method)

P

postprocess() (easytexminer.applications.classification.bert.BertTextClassifyPredictor method) (easytexminer.applications.classification.cnn.CNNTextClassifyPredictor method) predict() (easytexminer.applications.classification.bert.BertTextClassifyPredictor method) (easytexminer.applications.classification.cnn.CNNTextClassifyPredictor method)

preprocess() (easytexminer.applications.classification.bert.BertTextClassifyPredictor method) (easytexminer.applications.classification.cnn.CNNTextClassifyPredictor method)

R

resume_from_ckpt() (easytexminer.core.trainer.Trainer method)

S

save_checkpoint() (easytexminer.core.trainer.Trainer method) set_data_loader() (easytexminer.core.trainer.Trainer method) set_evaluator() (easytexminer.core.trainer.Trainer method) set_model_and_optimizer() (easytexminer.core.trainer.Trainer method)

set_tensorboard() (easytexminer.core.trainer.Trainer method) soft_cross_entropy() (in module easytexminer.losses.kd_loss) soft_cross_entropy_tinybert() (in module easytexminer.losses.kd_loss) soft_input_mse_loss() (in module easytexminer.losses.kd_loss) soft_kl_div_loss() (in module easytexminer.losses.kd_loss)

T

TextCNNConfig (class in easytexminer.model_zoo.models.cnn) TextCNNEncoder (class in easytexminer.model_zoo.models.cnn)

train() (easytexminer.core.trainer.Trainer method) Trainer (class in easytexminer.core.trainer)

W

WMMLanguageModelDataset (class in easytexminer.data.lm_dataset)

write_args_to_tensorboard() (in module easytexminer.utils.initializer)