Linear Regression Car Price Estimation

This repository contains a simple implementation of linear regression to predict car prices based on mileage.

Installation

First, make sure you have Python installed on your system. Then, install the required dependencies using pip:

pip install -r requirements.txt

To train the linear regression model and save the theta parameters, run:

python trainer.py

You can use the --verbose flag to enable a visual animated scatter plot that shows the internal workings of the model during training:

python trainer.py --verbose

After training the model and saving the theta parameters, you can use the predict.py script to predict a car price based on mileage:

python predict.py

This project is licensed under the MIT License.