5 Commits

Author	SHA1	Message	Date
lars	40f7862055	Add kfold cross validation for comparison against bootstrapping and comparison between cost functions	2025-09-09 19:26:29 +02:00
lars	fd29ebfdad	Implement sgd and bootstrapping methods. Hyperparameter tuning for the above mentioned.	2025-09-09 17:28:08 +02:00
lars	89a8381a98	Add all needed optimizers and compare them. Also implement Lasso regression and compare with the two other cost functions.	2025-09-09 12:30:30 +02:00
lars	582089aed1	Move Gradient Descent to a Class based architecture to make use of inheritance and precomputations.	2025-09-08 16:03:38 +02:00
lars	1a0324d473	Start coding of solutions ... - Implement OLS and Ridge as well as python structure - Start with gradient descent - Create plots for the above mentioned - Create a basic structure for the python source - Install pre commit hooks to check and format the code	2025-09-08 13:28:06 +02:00