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README.md

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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')`.