annali-2 / datasci207_final_ahik

Final Project for MIDS 207 Fall

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