soconnor/f1-race-prediction
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  • e98419cf29 Update README formatting main Sean O'Connor 2024-12-12 17:57:37 -05:00
  • d87c5f2551 Add video link to README Sean O'Connor 2024-12-12 15:30:03 -05:00
  • adc867b435 Remove instructions from repo Sean O'Connor 2024-12-10 19:58:37 -05:00
  • c546cbad78 Update README.md Sean O'Connor 2024-12-10 19:58:22 -05:00
  • 59ebf3caf6 Finalize Final_Report.ipynb, add PDF export Sean O'Connor 2024-12-10 19:53:41 -05:00
  • 890bbeb0f7 Remove track-specific hyperparameter optimizations, add raw data output Sean O'Connor 2024-12-10 19:49:38 -05:00
  • b6029eb929 Update conda_env.yml Sean O'Connor 2024-12-10 19:49:02 -05:00
  • a34dc4befb typos cwc023 2024-12-10 19:11:06 -05:00
  • 0e83fa6bff typos cwc023 2024-12-10 19:10:11 -05:00
  • c232b8907d Conclusion and Discussion cwc023 2024-12-10 19:09:42 -05:00
  • b0d4a308cd Added random track prediction cwc023 2024-12-10 13:46:10 -05:00
  • ddf7f37f1c Added Modeling cwc023 2024-12-10 13:12:36 -05:00
  • 4283241b6d Hyperparameter tuning, update tracks Sean O'Connor 2024-12-09 15:36:23 -05:00
  • 9e65e66215 Remove box notation Sean O'Connor 2024-12-09 11:25:14 -05:00
  • 50659eb243 Update final report to include changed GP Sean O'Connor 2024-12-09 11:06:37 -05:00
  • d7629213f5 Final Report additions cwc023 2024-12-09 11:05:32 -05:00
  • db2fd700fb Enhance modeling notebook with progress summary, detailed statistics by track, and key findings. Added feature engineering insights, and outlined next steps for model optimization. Improved data visualization for model performance across different tracks. Sean O'Connor 2024-12-09 11:04:05 -05:00
  • 1cc5d4d383 Update plots to show RMSE and R^2 values Sean O'Connor 2024-12-04 09:14:58 -05:00
  • 80c9343a96 Refactor modeling notebook: update execution counts, enhance event definitions, and improve model performance visualization. Added cross-validation scoring and performance comparison across events. Sean O'Connor 2024-12-02 12:27:02 -05:00
  • dfd1667354 Update EDA with data summaries outside of aggregation cells Sean O'Connor 2024-12-02 12:17:42 -05:00
  • 2b55987281 Add environment description and setup instructions Sean O'Connor 2024-12-02 11:50:28 -05:00
  • 23416cc17b Finalize EDA document as per assignment spec Sean O'Connor 2024-12-02 11:44:14 -05:00
  • d171215b33 Update sessions in DataPrep_EDA Sean O'Connor 2024-12-02 08:49:04 -05:00
  • 550649737d Remove race from sessions Sean O'Connor 2024-12-02 08:34:33 -05:00
  • 21d3c4b1bc Basic modeling, add .gitignore Sean O'Connor 2024-12-02 08:33:42 -05:00
  • ff6f1793c3 Data Analysis cwc023 2024-11-19 23:02:07 -05:00
  • 15d244305e Add FastF1 library, run example Sean O'Connor 2024-11-18 08:29:03 -05:00
  • 32186b26da Initial commit- repo setup/skeletons Sean O'Connor 2024-11-18 08:14:05 -05:00