/573-f1

Primary LanguageJupyter Notebook

Predicting F1 Champion

CS 573 Data Mining Final Project

Presented by:
Maurice Chiu, Jiangqiong Liu, Mayesha Monjur, Nishtha Aggarwal, Daniel Castro

Data Collection

Run all cells in the ./data_collection.ipynb.

It should produce ./data/final_df.csv and ./data/preprocessed_df.csv.

Models

You can find our implementations in ./f1_models.ipynb.

Hyperparameter Tuning

You can find our code for tuning hyperparameters in ./hyperparameters.ipynb.

Exploratory Analysis

You can find our code for exploratory analysis in ./exploratoryDataAnalysis.ipynb.