GitHub - nnamanx/f1-strategy-optimization: we aim to predict the finishing positions and very first pit stop lap in Formula 1 races based on a set of features derived from driver statistics, circuit characteristics, and race conditions

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
CSCI4734_2024S_20252_PROJECT_6.ipynb		CSCI4734_2024S_20252_PROJECT_6.ipynb
app.py		app.py
circuits.csv		circuits.csv
drivers.csv		drivers.csv
formula1.csv		formula1.csv
pit_stops.csv		pit_stops.csv
updated_cleaned_formula1.csv		updated_cleaned_formula1.csv
updated_formula1.csv		updated_formula1.csv

About

we aim to predict the finishing positions and very first pit stop lap in Formula 1 races based on a set of features derived from driver statistics, circuit characteristics, and race conditions

machine-learning exploratory-data-analysis random-forest-regression xgboost-regression streamlit