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# 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')`.
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