/zhihu

知乎看山杯比赛

Primary LanguageJupyter Notebook

zhihu

知乎看山杯比赛

Dependencies

  • zutil, my util code for DL/ML
  • pytorch: A deep learning framework with GPU & auto gradient.

Files

  • configure.py
    • load word2vec & dataset provided from competitioni, build dictionary
  • data.py
    • dataset loader for neural network models, split batch
  • model.py
    • baseline/LSTM/CNN models
  • train.ipynb
    • training and save the model with multi-label loss
  • parameter.json
    • paramters for training, json file
  • inference and judge.ipynb
    • test/validation, generate and submit the final result