Add all needed optimizers and compare them. Also implement Lasso regression and compare with the two other cost functions.

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Lars Bogner

2025-09-09 12:30:30 +02:00

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figures/cost_function_comparison.pdf

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figures/data_scatter.png

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figures/gradient_descent_convergence.pdf

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figures/ols_mse_r2.pdf

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figures/ols_parameter_plot.pdf

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figures/optimizer_comparison.pdf

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figures/ridge_mse_r2.pdf

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figures/ridge_mse_r2_lambda.pdf

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figures/ridge_parameter_plot.pdf

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