DeepNLP

• python >= 3.5
• tensorflow >= 1.3.0
• sklearn
• scipy

python\dnlp

python/dnlp
  cws.py   # 
  ner.py   # 
  rel_extract.py # 
  __init__.py

config
     config.py  # 
     __init__.py
  
core  # 
    dnn_crf.py    # dnn-crf
    dnn_crf_base.py # dnn-crf
    mmtnn.py      # max-margin tensor nural network
    re_cnn.py     # cnn
    __init__.py
  
data_process  # 
     processor.py  # 
     process_cws.py  #  
     process_emr.py 
     process_ner.py  # 
     process_pos.py  # 
     __init__.py
  

models  # 

scripts # 
     init_datasets.py  # 
     cws_ner.py    # 
     __init__.py

tests  # 
utils  # 
      constant.py  # 
      __init__.py
  

python python\scripts\init_datasets.py

python python\scripts\cws_ner.py -t

python python\scripts\cws_ner.py -p

&&

• deep learning for chinese word segmentation and pos tagging dnn_crf.py
• Long Short-Term Memory Neural Networks for Chinese Word Segmentation (dnn_crf.py)
• Max-Margin Tensor Neural Network for Chinese Word Segmentation mmtnn.py

• relation extraction: perspective from convolutional neural networks re_cnn.py

ToDo-List

• [ ]
• [ ]
• [ ] pip
• [ ] TensorBoard
• [ ] TensorFlow EstimatorSave Model
• [ ] JavaC++