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F1 Race Prediction
F1 Race Prediction

A sophisticated Formula 1 race simulation tool that models and predicts F1 race outcomes with realistic parameters based on driver skills, team performance, track characteristics, and dynamic weather conditions.

Features

Complete Race Weekend Simulation

Simulate qualifying sessions and full race events, allowing for a comprehensive weekend experience from start to finish.

Realistic Driver & Team Modeling

Utilizes real-world attributes like driver skill, team performance, and reliability, bringing life-like conditions to the simulation.

Dynamic Weather System

Simulates realistic weather patterns based on track location and season, affecting race dynamics.

Advanced Race Strategy

Models tire compounds, degradation, and pit stop strategies to enhance strategic planning in the simulation.

Race Incidents

Simulates mechanical failures, driver errors, collisions, and other race-affecting events to mimic real F1 scenarios.

Detailed Analysis

Provides in-depth statistics and visualizations of race results, including lap times and team performances.