/reg-resample-fys-stk4155

OLS, Ridge and Lasso regression, along with resampling techniques like cross-validation and the bootstrap. Part of the course FYS-STK4155 at University of Oslo

Primary LanguagePython

FYS-STK4155 Project 1

  • Philip Karim Niane
  • Knut Magnus Aasrud
  • Ida Due-Sørensen

The report PDF is found here.

Structure of repo

All Python scripts are located in the src directory. The main functions and classes are located in src root, whilst scripts related to data-handling or plotting are located in separate subdirectories. Testruns which produce the results shown in the report are located in franke_results and terrain_results.

Everything relating to the report is located in the doc directory. Our report is structured the following way:

  • Abstract
  • Introduction
  • Theory
  • Methods
  • Results
  • Discussion
  • Conclusion
  • Appendix