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Author SHA1 Message Date
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
lars 2395d64ca8 Add basic report 2025-09-03 10:22:00 +02:00
lars 9e12a5339a Initial Setup 2025-09-03 10:08:59 +02:00