Simple ML House Price Prediction Project

Clone the repository

git clone https://github.com/CIRCLECI-GWP/house-price-prediction
cd house-price-prediction

This repository is meant to be cloned as part of the steps of following the related CircleCI blog tutorial.

The circleci branch has the CircleCI config included that aligns with the tutorial when completed.

Set up the virtual environment

# Create a virtual environment
python -m venv venv

# Activate the virtual environment
# On Windows
venv\Scripts\activate
# On macOS/Linux
source venv/bin/activate

Install dependencies

pip install -r requirements.txt

Running the Scripts

Preprocess the data

python preprocess.py

Train the model

python train.py

Evaluate the model

python evaluate.py