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toponym-recognition-code's Introduction

主要库的版本

本项目是基于keras(Using TensorFlow backend)以下是主要库的版本

  • python = 3.6.8

  • keras == 2.2.4

  • keras_contrib == 0.0.2

  • keras_bert == 0.80.0

  • tensorflow == 1.14.0

项目目录结构

  • data 数据目录
    • 具体请查看数据目录文件夹下的README文件
  • DataProcess 数据处理文件夹
    • 具体请查看数据处理文件夹下的README文件
  • Pubilc 公共工具
    • path 定义文件(文件夹)的路径
    • utils 工具
      • 创建log
      • keras的callback调类
  • Model 模型(总共定义了5个模型,具体结构请查看Model文件夹下的README文件)
    • BERT+BILST+CRF
    • BILSTM+Attention+CRF
    • BILSTM+CRF
    • IDCNN+CRF(1)
    • IDCNN+CRF(2)
  • log 记录数据

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