/fys-stk

Primary LanguageJupyter Notebook

FYS-STK4155 Applied Data Analysis and Machine Learning

Our group consists of Lasse Totland, Domantas Sakalys, Synne Mo Sandnes, and Semya A. Tønnessen (project 3)

Project 1

Contains our work on regression analysis and resampling methods.

All finished code used to answer the tasks + the final report (pdf and .tex) is posted in the 'PROJECT 1 MAIN' folder. The names of the jupyter notebook .ipynb files refer to the tasks they answer (ex. Franke_OLS_BCD.ipynb).

Project 2

Contains our work on Classification and Regression, from linear and logistic regression to neural networks.

Project 3

Contains our work on the prediction of Heart Disease Diagnosis with Neural Network and Random Forest models