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cnn-classification

使用卷积神经网络进行中文文本分类.

环境

  • Python 3.7
  • TensorFlow 1.3
  • numpy
  • scikit-learn
  • scipy

预处理

  • process.py 从scrapiesrestb.xls中读取经人工标注的数据库，打上分类标签，随机按比例处理为三种数据集.

数据集

  • drug.train.txt: 训练集
  • drug.val.txt: 验证集
  • drug.test.txt: 测试集

按10:1:2划分

训练与测试

运行 python run_cnn.py train开始训练.

运行 python run_cnn.py test 在测试集上进行测试.

可视化

预测

  • predict.py 一个简单的预测Demo

cnn-classification's People

Contributors

shengtao2560 avatar

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