Move Gradient Descent to a Class based architecture to make use of inheritance and precomputations.

Browse Source

...

This commit is contained in:

Lars Bogner

2025-09-08 16:03:38 +02:00

parent 1a0324d473

commit 582089aed1

10 changed files with 160 additions and 180 deletions

Show all changes Ignore whitespace when comparing lines Ignore changes in amount of whitespace Ignore changes in whitespace at EOL

Download Patch File Download Diff File Expand all files Collapse all files

figures/data_scatter.png

BIN

Binary file not shown.

Side by Side Swipe Overlay Before Width:  |  Height:  |  Size: 322 KiB After Width:  |  Height:  |  Size: 304 KiB

figures/gradient_descent_convergence.pdf

BIN

Binary file not shown.

figures/ols_mse_r2.pdf

BIN

Binary file not shown.

figures/ols_parameter_plot.pdf

BIN

Binary file not shown.

figures/ridge_mse_r2.pdf

BIN

Binary file not shown.

figures/ridge_mse_r2_lambda.pdf

BIN

Binary file not shown.

figures/ridge_parameter_plot.pdf

BIN

Binary file not shown.