wine-quality-prediction

Wine Quality Prediction Models

This repository contains various regression models trained on the Wine Quality dataset:

• Linear Regression
• Polynomial Regression (Degree 2)
• Ridge Regression (L2 Regularization)
• Lasso Regression (L1 Regularization)
• Custom implementations of Batch GD, SGD, and Mini-Batch GD

How to Use

Load models with joblib.load('model_name.pkl') or load thetas with numpy.load('theta.npy').