EN 553.688 Final Project (Fall 2021)

This is a repo for the final project of EN 553.688.

Classifyer.py is question 1

Regression.py is for question 2

How to reproduce the results?

Step 1: config the environment

please use conda env create -f environment.yml to import the environment

Step 2: play with the models

Reports

you can view SubmissionNotebook.ipynb or Report.html for my report.

it might be helpful to see FeatureSelection.ipynb to know why I drop so many variables.