Zero-shot predictions for Academy Awards from GPT

This repo contains data and source code for machine learning models to predict academy awards.

Webpage: Predition Results for 2023

Prompts used to query GPT: prompts

ML models for the previous years

Data:

Data can be accessed in ./data/, where a series of pre-Oscar awards are included (see descriptions here).

Model:

A linear regression model is trained on the historical pre-Oscar (used as features) and Oscar awards (used as labels) and applied to predict the results for year 2020.

Source code can be accessed in model.py.

Have fun!