ZDstandup/textnet-release

TextNet: A deep neural network framework for text matching

TextNet

TextNet is a deep neural netwrok framework for text matching tasks.

• Contributors

Quick Start

1. Make a copy of Makefile.config.example.

cp Makefile.config.example Makefile.config

2. Setting the environment path in Makefile.config.

3. Compile it!

mkdir bin
make all -j 16

4. Wirte you own network config file in json. You can find examples in Textnet Model.

5. Run!

./bin/textnet [model_file]

Features

• Construct Models: MODEL_CONFIG
• Data Format: DATA_FORMAT

Dependences

• mshadow: Matrix Shadow
• jsoncpp: Json on CPP
• ZeroMQ: Zero Message Queue src
• d3: Data-Driven Documents [For future features]

Version

v1.0

Related Projects

• cxxnet: CXXNET
• Caffe: Caffe

Acknowledgements

The following people contributed to the development of the TextNet project：

• Liang Pang
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • Google Scholar
• Sengxian Wan
  • Institute of Computing Technolgy, Chinese Academy of Sciences
• Yixing Fan
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • Google Scholar
• Yanyan Lan
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • HomePage
• Jiafeng Guo
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • HomePage
• Jun Xu
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • HomePage
• Xueqi Cheng
  • Institute of Computing Technolgy, Chinese Academy of Sciences
  • HomePage