NBA-ML

Northeastern University - CS6140 Course Project

Predicting NBA Game Outcomes Using Team and Player - Statistics with RNNs

Ali Daeihagh, Dhruv Belai, Noah Smith
daeihagh.a, belai.d, smith.noah @northeastern.edu

Data

The full list of games from 2001 to 2023 can be found in preprocessed_data/games.csv

Generating

The scripts for generating the FNN and RNN can be found in preprocessed_data/generate.ipynb

Training and Test

The script for training the FNN can be found in preprocessed_data/fnn_v2.ipynb
The script for training the RNN can be found in rnn.ipynb