Welcome to EasyNLP's documentation!

Docs

• Tutorials
• Install

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