Overview

The objective is to perform model training and testing using MLOps principles such as reproducibility, version control, and CI integration.

Assignment Structure

Branch	Purpose
main	Final merged code
dtree	Decision Tree Regressor implementation
kernelridge	Kernel Ridge Regressor + CI workflow

Setup & Usage

1. Clone this Repo and create a virtual environment in the folder and install requirements.

python -m venv venv
venv\Scripts\activate
pip install -r requirements.txt

2. Run Decision Tree

python train.py

4. Run Kernel Ridge

python train2.py