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Enity Recognition using ScikitCRF

Project description

Entity recognition using scikit CRF


This is a simple python applicaion that uses sklearn-crfsuite for entity recognition using CRF.


Install this package using pip by running the follwing command:

pip install scikitcrf_ner


  • import the package using:

    from scikitcrf_ner import entityRecognition
  • Train the model using:

  • Refer the sample training file(sample_train.json), the training file should be json formatted

  • Predict the entities by:


Sample code

Refer this sample code:

from scikitcrf_ner import entityRecognition as ner
entities = ner.predict("show me some Indian restaurants")


  • MIT

Project details

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