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yunyi's Introduction

DF 云移杯景区口碑

nlp 新人

为大家提供思路，不定期更新~~~

环境

  1. python2
  2. keras 2.1.2
  3. jieba 0.39
  4. tensorflow-gpu 1.4.1

更新

  1. 2018-02-08 baseline cnn 版本 线上0.500左右 ，调参可到0.502

  2. 2018-02-08 增加 rnn,cnn_rnn 模型，线上0.504~0.506

  3. 2018-02-08 经过群上的大佬们指点，之前的找的停用词有点问题，换成 @Yin叔 提供的版本，感谢 @Yin叔

  4. 2018-03-10 如果是python3 将 splitWord 中result 的 encode('utf-8')去掉，代码即可运行

score 线上线下不一致，但是loss 貌似还算一致，线下loss有降低，线上metric有提高，故 earlystop 看val_loss

yunyi's People

Contributors

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