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Machine Learning to Determine Auto-Insurance Premiums using Telematics

License: Other

Python 100.00%
telematics machine-learning xgboost-model django-rest-framework supervised-learning unsupervised-learning research-project

ainsurance's Introduction

AInsurance: Machine Learning To Determine Insurance Premiums

An implementation of our research project on Categorizing Driving Patterns based on Telematics Data Using Supervised and Unsupervised Learning

Implementation screenshots for the first part of the mentioned paper -

Step 1: Fill the form Screenshot 1

Step 2: Done. Get your initial quote from our machine learning model. Screenshot 2

Steps to install

  1. Initiate a pipenv environment pipenv shell

  2. Install dependencies inside the environment pipenv install

  3. Start the django server python manage.py runserver

  4. Open the browser and find the website at localhost:8000.

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