Implement sgd and bootstrapping methods. Hyperparameter tuning for the above mentioned.

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Lars Bogner

2025-09-09 17:28:08 +02:00

parent 89a8381a98

commit fd29ebfdad

13 changed files with 466 additions and 20 deletions

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figures/bias_variance_tradeoff.pdf

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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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