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wine-quality-regression-models
professorsab/wine-quality-regression-models
wine-quality-regression-models is a machine learning model from professorsab. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains various regression models trained on the Wine Quality dataset:
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Public
Updated Apr 13, 2025
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At a glance
- Access
- Public
- Created
- Apr 13, 2025
- Updated
- Apr 13, 2025
- SHA
- 7578acbf
Model card
From the Hugging Face model README
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').
- Created
- Apr 13, 2025
- Updated
- Apr 13, 2025