scikitcrf-ner 3.1

Enity Recognition using ScikitCRF


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Entity recognition using scikit CRF
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Decscription
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This is a simple python applicaion that uses `sklearn-crfsuite<https://sklearn-crfsuite.readthedocs.io/en/latest/>`_ for entity recognition using ``CRF``.

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Installation
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Install this package using pip by running the follwing command::

pip install scikitcrf_ner

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Usage
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* import the package using::

import scikitcrf_ner
* Train the model using::

scikitcrf_ner.train("path\\to\\trainingfile.json")\
* Refer the sample training file(``sample_train.json``), the training file should be json formatted
* Predict the entities by::

scikitcrf_ner.predict("Utterance")

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Sample code
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Refer this sample code::

import scikitcrf-ner
scikitcrf_ner.train("sample_train.json")
entities = scikitcrf_ner.predict("show me some Indian restaurants")
print(entites)

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License
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* ``MIT``