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b03f782 · Dec 13, 2022

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word2vec+CNN

DeepYY1

Required Package

DeepYY1 requires:

  • Python3 (tested 3.5.4)
  • numpy (tested 1.18.1)
  • pandas (tested 1.0.1)
  • gensim (tested 3.8.1)
  • sklearn (tested 0.19.1)
  • keras (tested 2.3.1)
  • tensorflow (tested 1.2.1)
  • jupyter (tested 1.0.0)
  • scikit-learn (tested 0.22.1)

Usage

generate feature set by 'word2vec.ipynb' train model by 'CNN_model.ipynb' load model by 'load_model.ipynb'

NOTE: For files with different input sequences, you need to pay attention to the modification of parameters in code.