#

lap-time-prediction

Here are 3 public repositories matching this topic...

Shreeansh-Gupta / F1-LapTime-Predictor

This project builds a machine learning model to predict F1 qualifying lap times using telemetry, weather, tyre, and driver performance data. The model is trained on data from 2021 to 2025 (up to Monaco GP) and makes predictions for the upcoming Spanish GP 2025.

data-science formula1 scikit-learn telemetry xgboost ridge-regression f1 machine-learning-models random-forest-classifier formulaone sports-analytics grandprixstats fastf1 lap-time-prediction

Updated May 30, 2025
Jupyter Notebook

JosiahYeater / f1-lap-prediction

End-to-end GRU-based lap time prediction from real F1 telemetry & weather data.

data-science machine-learning deep-learning time-series neural-network telemetry pytorch gru f1 prediction-model motorsport formula-1 fastf1 lap-time-prediction

Updated Aug 13, 2025
Python

astefanidis1 / Laguna-Seca-Lap-Time-Predictor

Predict Laguna Seca lap times using real car stats + deep learning (Neural Net + Optuna tuned)

machine-learning neural-network keras motorsports optuna lap-time-prediction

Updated May 26, 2025
Python

Improve this page

Add a description, image, and links to the lap-time-prediction topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the lap-time-prediction topic, visit your repo's landing page and select "manage topics."