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F1_Qualifying_Predictor_ML

Estimate future Formula 1 qualifying results using ML (XGBoost Regression)

WIP, proper README to be made when project is more complete.

Add pictures of frontend when ready

f1_project_ss_1 f1_project_ss_2 f1_project_ss_3

Usage (soon to be outdated, full web interface is in progress):

  • Clone repository
  • cd backend/src/
  • Run F1_Quali.py
  • Follow instructions in terminal

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Estimate Formula 1 qualifying results using ML

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python machine-learning ai formula1 racing sklearn machine-learning-algorithms sports ml pandas xgboost f1 motorsport ergast-api xgboost-regression fastf1

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