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').