Machine learning project Hiring-bot

Introduction

• This is simple machine learning project. Candidate will login into recuritment site and he will get a questions and answers page where candidate have to fill some answers of given questions and after submitting candiadte will get the score.

Step 1: Installation

• Open requirements.txt and install the packages by 'pip insatll requirements.txt'.

Step 2: Database Settings

• Make changes in file hiring_bot_project/setting.py in DATABASES parameters(USER and PASSWORD).
  
• Make Database 'django' in mysql

Step 3:Download

• plain_qqp_trained_model click here
• model-trained-on-python-questions click here
• Save above both folders inside hirig_bot_project/recuiter/

Step 4: Run project

• Change directory to project directory i.e hiring_bot_project.
  
• Run project by 'python manage.py runserver'.
  
• Run migrations by 'python manage.py makemigrations'.
  
• Run 'python manage.py migrate'.
  
• Create superuser by 'python manage.py createsuperuser'.
  
• Again Run project by 'python manage.py runserver'.