NLP_question_classifier

A series of classifiers for categorizing English questions by several grammar types

Environment

Python 3.6.0

How to execute it?

First, clone repository

$ git clone https://github.com/eunicebes/NLP_question_classifier.git
$ cd NLP_question_classifier

Run the application

$ cd app
$ python3 run.py

To see the application, access the following url

http://localhost:5000

Final explanation

eature_extraction.ipynb

Preprocessing code, questions filtering, statistical calculation, etc.

train_classifier.ipynb

Implement classifiers.

pkl files

Classifiers pkl file.

cnn-text-classification-tf

CNN classifier that implemented by TensorFlow.