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F1_Race_Predictor / README.md

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A newer version of the Streamlit SDK is available: 1.54.0

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metadata

title: F1 Race Predictor 🏎️
emoji: 🏁
colorFrom: red
sdk: streamlit
sdk_version: 1.44.1
app_file: app.py
pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

🏎️ F1 Race Predictor

F1 Race Predictor is a simple and smart Streamlit app that predicts upcoming Formula 1 race results based on recent driver performances.

✅ Powered by live F1 data from FastF1
✅ Predicts based on past race results (no manual updates needed)
✅ Future-proof (no deprecated APIs like Ergast)

📋 Features

Choose how many past races to consider (3-10 races)
Train a machine learning model (Random Forest)
Predict finish positions for the next Grand Prix
Only active drivers are considered
Simple, fast, lightweight Streamlit app

📦 Setup and Run

No setup needed on Hugging Face Spaces!
Just click "Duplicate Space" and run!

If you run locally:

pip install -r requirements.txt
streamlit run app.py