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Quick Start

  • Installation
  • Chinese sentiment analysis with PaddleNLP: A 10-Minute Tutorial

Data Preparation

  • Overview
  • Datasets List
  • Load Datasets
  • Customize Your Datasets
  • Data Preprocess

Tutorials

  • Text Classification
  • Word Embeddings
  • Semantic Matching
  • Text Generation
  • Machine Translation
  • Reading Comprehension
  • General Dialogue
  • Sequence Labeling
  • Lexical Analysis

Advanced Guide

  • Model Compression
  • Deployment
  • Distributed Training

Community Contribution

  • Dataset Contribution

API Reference

  • paddlenlp.data
  • paddlenlp.datasets
  • paddlenlp.embeddings
  • paddlenlp.ext_op
  • paddlenlp.layers
  • paddlenlp.metrics
  • paddlenlp.seq2vec
  • paddlenlp.transformers
  • paddlenlp.utils
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paddlenlpΒΆ

  • paddlenlp.data
    • collate
    • iterator
    • sampler
    • tokenizer
    • vocab
  • paddlenlp.datasets
    • chnsenticorp
    • cmrc2018
    • couplet
    • dataset
    • drcd
    • duconv
    • dureader_robust
    • dureader_yesno
    • glue
    • imdb
    • iwslt15
    • lcqmc
    • msra_ner
    • peoples_daily_ner
    • poetry
    • ptb
    • squad
    • wmt14ende
    • yahoo_answer_100k
  • paddlenlp.embeddings
    • constant
    • token_embedding
  • paddlenlp.ext_op
    • transformer
      • decoding
      • faster_transformer
  • paddlenlp.layers
    • crf
    • sequence
    • tcn
  • paddlenlp.metrics
    • bleu
    • chunk
    • distinct
    • dureader
    • glue
    • perplexity
    • rouge
    • squad
    • utils
  • models
    • ernie
    • senta
    • simnet
  • paddlenlp.seq2vec
    • encoder
  • paddlenlp.transformers
    • bert
      • modeling
      • tokenizer
    • bigbird
      • modeling
      • tokenizer
    • electra
      • modeling
      • tokenizer
    • ernie
      • modeling
      • tokenizer
    • ernie_ctm
      • modeling
      • tokenizer
    • ernie_gen
      • modeling
    • gpt2
      • modeling
      • tokenizer
    • roberta
      • modeling
      • tokenizer
    • transformer
      • modeling
    • unified_transformer
      • modeling
      • tokenizer
    • xlnet
      • modeling
      • tokenizer
    • attention_utils
    • generation_utils
    • model_utils
    • optimization
    • tokenizer_utils
    • utils
  • paddlenlp.utils
    • downloader
    • env
    • log

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