Metadata-Version: 1.0
Name: scikitcrf-ner
Version: 3.2
Summary: Enity Recognition using ScikitCRF
Home-page: https://github.com/manikandan-velu/scikitcrf_NER
Author: Manikandan Thangavelu
Author-email: tmanikandan05@gmail.com
License: MIT
Description: ï»¿
        ====================================
        Entity recognition using scikit CRF
        ====================================
        
        ^^^^^^^^^^^^^
        Decscription
        ^^^^^^^^^^^^^
        
        This is a simple python applicaion that uses `sklearn-crfsuite <https://sklearn-crfsuite.readthedocs.io/en/latest/>`_ for entity recognition using ``CRF``.
        
        ^^^^^^^^^^^^^
        Installation
        ^^^^^^^^^^^^^
        
        Install this package using pip by running the follwing command::
        
        	pip install scikitcrf_ner
        
        ^^^^^^
        Usage
        ^^^^^^
        
        * import the package using::
        
        	from scikitcrf_ner import entityRecognition
        * Train the model using::
        
        	entityRecognition.train("path\\to\\trainingfile.json")
        * Refer the sample training file(``sample_train.json``), the training file should be json formatted
        * Predict the entities by::
        
        	entityRecognition.predict("Utterance")
        
        ^^^^^^^^^^^^
        Sample code
        ^^^^^^^^^^^^
        
        Refer this sample code::
        
        	from scikitcrf_ner import entityRecognition as ner
        	ner.train("sample_train.json")
        	entities = ner.predict("show me some Indian restaurants")
        	print(entites)
        
        ^^^^^^^^
        License
        ^^^^^^^^
        * ``MIT``
        
Keywords: scikitCRF entity entityrecognition crf ner
Platform: UNKNOWN
