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dl_ml_project

项目地址:https://github.com/ShawnGung/dl_ml_project/
整理学习的deep learning 以及machine learning的项目

1. 自然语言处理

  1. doc2vec(寻找近义词,寻找最相近的文本)

    项目地址:https://github.com/ShawnGung/dl_ml_project/tree/master/doc2vec

    • doc2vec : genism
  2. 周杰伦歌词自动生成

    项目地址:https://github.com/ShawnGung/dl_ml_project/tree/master/GRU

    • GRU + 相邻采样 : pytorch
  3. Quora-question-pairs

    项目地址:https://github.com/ShawnGung/dl_ml_project/tree/master/quora_pairs

    • LSTM + Xgboost : 文本相似模型
  4. seq2seq + attention

    项目地址:https://github.com/ShawnGung/dl_ml_project/tree/master/seq2seq%2BAttention

    • seq2seq + Attention : 文本翻译
  5. OffensEval 2019 (SemEval 2019 - Task 6)

    项目地址:https://github.com/ShawnGung/dl_ml_project/tree/master/OffensEval

    • TextCNN,BERT,SVM+TF-IDF : 文本情感分析

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