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API

  • easynlp.appzoo
    • Data Augmentation
    • Feature Vectorization
    • Language Modeling
    • Sequence Classification
    • GEEP Classification
    • Sequence Labeling
    • Text Matching
  • easynlp.modelzoo
    • BERT
    • TextCNN
    • DKPLM
    • GEEP
    • RoBERTa
    • GPT2
  • easynlp.fewshot
    • PET
    • CPT
  • easynlp.distillation
    • VanillaKD
    • MetaKD
  • easynlp.core
    • Trainer
    • VanillaTrainer
    • Evaluator
    • Optimizer
  • easynlp.data
    • Dataset for sequence classification
    • Dataset for sequence labeling
    • Dataset for language modeling
  • easynlp.utils.losses
    • MSE Loss
    • CrossEntropy Loss
    • Vanilla KD Loss
    • MultiLabel Sigmoid CrossEntropy Loss
    • Soft Input CrossEntropy Loss
    • Hinge Loss for Embeddings
  • easynlp.utils
    • initialize_easynlp
EasyNLP
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  • Overview: module code

All modules for which code is available

  • easynlp.appzoo.data_augmentation.model
  • easynlp.appzoo.feature_vectorization.model
  • easynlp.appzoo.geep_classification.model
  • easynlp.appzoo.language_modeling.data
  • easynlp.appzoo.language_modeling.model
  • easynlp.appzoo.sequence_classification.data
  • easynlp.appzoo.sequence_classification.model
  • easynlp.appzoo.sequence_labeling.data
  • easynlp.appzoo.sequence_labeling.model
  • easynlp.appzoo.text_match.model
  • easynlp.core.distiller
  • easynlp.core.evaluator
  • easynlp.core.optimizers
  • easynlp.core.trainer
  • easynlp.core.trainer_vanilla
  • easynlp.distillation.distill_application
  • easynlp.distillation.distill_dataset
  • easynlp.distillation.distill_metakd_dataset
  • easynlp.distillation.meta_modeling
  • easynlp.fewshot_learning.fewshot_application
  • easynlp.fewshot_learning.fewshot_dataset
  • easynlp.fewshot_learning.fewshot_evaluator
  • easynlp.fewshot_learning.fewshot_predictor
  • easynlp.modelzoo.models.bert.configuration_bert
  • easynlp.modelzoo.models.bert.modeling_bert
  • easynlp.modelzoo.models.cnn.configuration_cnn
  • easynlp.modelzoo.models.cnn.modeling_cnn
  • easynlp.modelzoo.models.dkplm.configuration_dkplm
  • easynlp.modelzoo.models.dkplm.modeling_dkplm
  • easynlp.modelzoo.models.geep.modeling_geep
  • easynlp.modelzoo.models.gpt2.configuration_gpt2
  • easynlp.modelzoo.models.gpt2.modeling_gpt2
  • easynlp.modelzoo.models.roberta.configuration_roberta
  • easynlp.modelzoo.models.roberta.modeling_roberta
  • easynlp.utils.initializer

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