Group members: Hisham Aziz, Anna Li, Iishaan Shekhar, and Katherine Voss-Robinson Topic: Predicting Player's Scores with Fantasy Premier League with ML
Table of Contents:
- Data preparation: data_preparation.ipynb (creates train, val, and test CSVs)
- Models either have solo notebooks or are grouped with one other model. These notebooks include:
- linear_regression_and_FFNN.ipynb
- RNN_final_model.ipynb
- Decision_Trees_and_Final_Random_Forest_Regression.ipynb (contains Gradient Boosted Regression and XGBoost as well)
- Final slide deck: final_presentation.pdf
- Baseline slide deck: baseline_presentation.pdf