What is save model in NLP in pycaret

This recipe explains what is save model in NLP in pycaret

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Recipe Objective - What is save_model in NLP in pycaret?

PyCaret provides the save_model function in the NLP module.

 

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Save model function with Example:-

PyCaret prvides "pycaret.nlp.save_model()" funtion.

Save model function saves the transformation pipeline and trained model object into the current working directory as a pickle file for later use.

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from pycaret.datasets import get_data
kiva = get_data('kiva')
# importing NLP module
from pycaret.nlp import *
# initialize the setup
setup_name = setup(data = kiva, target = 'en')
# Latent Dirichlet Allocation model
lda = create_model('lda')
# saving model
save_model(lda, 'saved_lda_model')

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