Group Members
- Abhay Sawhney
- Anastasia Levchenko
- Aric Luo
- Arthur Hlaing
- Matt Reese
- Nir Voloshin
- Tyler Gordon
*** One of our group members had a change of heart at the end of week 7 to pursue another project even though we had already finalized the group during week 2. This was unexpected but this is the reason why we ended up with 7 members for our project instead of the required minimum of 8. ¯_(ツ)_/¯ ಠ_ಠ ***
- Our dataset is obtained from https://www.kaggle.com/c/zillow-prize-1
- You may need to sign up for the competition in order to obtain the data
- Our dataset is too large to be uploaded to GitHub or submitted through Canvas
- You can email us if you have trouble accessing the data or if you do not want to make an account to have access to the data
- Data preprocessing sections are identical between ANN and Linear Regression
- For XGBoost, it is similar but it does not fill the missing values nor normalize the data
- Before running the notebooks, you will need to install xgboost and tensorflow
- We hope you enjoy our project! Cheers! :)