Enity Recognition using ScikitCRF
Project description

Entity recognition using scikit CRF
Decscription
This is a simple python applicaion that uses sklearn-crfsuite 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
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
scikitcrf_ner-3.2.tar.gz
(3.3 kB
view hashes)