From 89a8381a98d2dc0e654349e047a7e68d950fabd6 Mon Sep 17 00:00:00 2001 From: Lars Bogner Date: Tue, 9 Sep 2025 12:30:30 +0200 Subject: [PATCH] Add all needed optimizers and compare them. Also implement Lasso regression and compare with the two other cost functions. --- figures/cost_function_comparison.pdf | Bin 0 -> 119883 bytes figures/data_scatter.png | Bin 311525 -> 331297 bytes figures/gradient_descent_convergence.pdf | Bin 167534 -> 167530 bytes figures/ols_mse_r2.pdf | Bin 172640 -> 172519 bytes figures/ols_parameter_plot.pdf | Bin 204996 -> 205146 bytes figures/optimizer_comparison.pdf | Bin 0 -> 107600 bytes figures/ridge_mse_r2.pdf | Bin 172506 -> 172671 bytes figures/ridge_mse_r2_lambda.pdf | Bin 234721 -> 234650 bytes figures/ridge_parameter_plot.pdf | Bin 202849 -> 202523 bytes src/main.ipynb | 162 ++++++++++++++++++++--- src/optimizers.py | 121 +++++++++++++++++ 11 files changed, 265 insertions(+), 18 deletions(-) create mode 100644 figures/cost_function_comparison.pdf create mode 100644 figures/optimizer_comparison.pdf diff --git a/figures/cost_function_comparison.pdf b/figures/cost_function_comparison.pdf new file mode 100644 index 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