Jerome Williams
PROJECTS
Does home advantage exist in Fantasy Premier League?
Yes! On average, players score 0.6 more points per game when playing at home.
See article or R notebook.
Predicting boardgame ratings from game characteristics
I train a model to predict the average ratings of boardgames on BoardGameGeek using data on game characteristics.
Predicting boardgames' ratings from their descriptions
I fine-tune a large language model (BERT) on boardgame descriptions to predict games' average ratings on BoardGameGeek.com.
See article or Colab notebook.
NoThanksBot
I created NoThanksBot, an AI that plays the board game No Thanks!.
CodenamesAI
I created CodenamesAI, an AI for a variant of the board game Codenames.
LINKS