F1 Abu Dhabi GP (2025) Predictor

A pipeline that extracts FastF1 session laps, builds race data CSVs grouped by driver, and trains/predicts driver performance for the F1 Abu Dhabi Grand Prix.

Project structure (high level)

• Data_Generator.py — generates per-race CSV summaries in race_data/.
• Model.py — loads historical CSVs, preprocesses data, trains a Neural Network, and outputs predictions to terminal and a CSV file.
• race_data/ — generated driver CSVs for races (output directory).
• cache/ — FastF1 cache for all the raw race data.

Requirements 🏎️
See requirements.txt on GitHub.

Quick setup 🏎️
Ensure Python 3.13 is on your PATH.
Run main.py.

Output 🏎️
Predictions are written as a CSV file (e.g., PREDICTION_Abu_Dhabi_2025_Driver_Data.csv) inside race_data/ and to the terminal.

GitHub