This repository is for Project 2 in fys-stk 4155.
The authors of the code and report are:
Astrid Tesaker, Vemund Stenbekk Thorkildsen and Sofie Tunes.
The code can be accessed from the folder /Code. In this folder you will find:
PART_ABC_FIFTYFIFTY.ipynb #Runs on downsampled data
PART_ABC_ORIGINAL.ipynb #Runs on original data
Part_D_LinearRegression.ipynb #Linear regression
Functions.py #Legacy of project 1
loaddata.py #Script for loading data
log_reg_functions.py #Various costfunctions++
LogisticRegression.py #Object oriented code
NeuralNetwork.py #Object oriented code.
The folder /FiguresResult includes all the plots that is included in the written report, with addition to some extra figures. The Final written report is found in the main repository, Project2_AT_VST_SMT.pdf.
The report from Project 1 will be found under Project1_AT_VST_SMT.pdf.