MPG Prediction Project

A simple prediction project with a deployable API
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Table of Contents

1. About The Project
   • Built With
2. Getting Started
   • Installation
3. Contact

About The Project

Here is a sample project using a simple model for Miles Per Gallon (MPG) prediction. The data was sourced from the UCI Machine Learning repository, it contains the city-cycle fuel consumption in miles per gallon. The main aim of this project is to predict the MPG value for a vehicle, given that we have other attributes available for a given vehicle.

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Built With

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Getting Started

This is an example of how you may give instructions on setting up your project locally. To get a local copy up and running follow these simple example steps.

Installation

1. Clone the repo

   git clone https://github.com/Shauntjh92/MPG_Project.git

2. Install Python packages

   pip install -r requirements.txt

3. Run main app file

   python main.py

4. Run test_request.ipynb to test the post request

   Run notebook along with vehicle configuration and post request 
   

   

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Contact

Project Link: https://github.com/Shauntjh92/MPG_Project

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