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Job title Classification by industry

(Multi-text Text Classification Task)

Demo: https://youtu.be/0P6NbQJLhuE

In order to run the application (via cmd)

1- Download the repository then navigate to it

2- create a virtual enviroment >py -m venv .env ((optional))

3- activate the virtual environment >.env\scripts\activate ((optional))

4- install libraries from requirements.txt >pip install -r requirements.txt

5- run the app >flask run (or) >python app.py


then you can go to http://127.0.0.1:5000/ in the browser to test the prediction model and get the result in html GUI form

to get the result as json format you can test http://127.0.0.1:5000/predict_api/teacher (( you can replace teacher with any job title ))


to see a test for predict_api from cmd :

1- while the server is running open another cmd window

2- navigate to the repository folder

3- activate the virtual environment >.env\scripts\activate

4- run request.py >request.py "teacher" (( you can replace teacher with any job title ))

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