demo/

• Bias-Variance-Tradeoff.html
• Bias-Variance-Tradeoff.ipynb
• GradientDescent_StochasticGradientDescent.html
• GradientDescent_StochasticGradientDescent.ipynb
• SGD_data.txt
• Stock_prediction_ML_Lecture4.html
• Stock_prediction_ML_Lecture4.ipynb
• auto-mpg.data.txt
• auto-mpg.names.txt
• auto_data-only.txt
• auto_data.csv
• data/
• gradient_descent.py
• k-fold_cross_validation.html
• k-fold_cross_validation.ipynb
• k-fold_cross_validation.py
• multi_par_reg.html
• multi_par_reg.ipynb
• multi_par_reg.py
• multi_par_reg_add_features.html
• multi_par_reg_add_features.ipynb
• multi_par_reg_add_features.py
• newton_solver.py
• newton_test.py
• poly_reg.html
• poly_reg.ipynb
• poly_reg.py
• predict_prices.html
• predict_prices.ipynb
• predict_prices.py
• ridge_regression.html
• ridge_regression.ipynb
• ridge_regression.py

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