20 Commits

Author	SHA1	Message	Date
cwc023	a34dc4befb	typos	2024-12-10 19:11:06 -05:00
cwc023	0e83fa6bff	typos	2024-12-10 19:10:11 -05:00
cwc023	c232b8907d	Conclusion and Discussion	2024-12-10 19:09:42 -05:00
cwc023	b0d4a308cd	Added random track prediction	2024-12-10 13:46:10 -05:00
cwc023	ddf7f37f1c	Added Modeling	2024-12-10 13:12:36 -05:00
soconnor	4283241b6d	Hyperparameter tuning, update tracks	2024-12-09 15:36:23 -05:00
soconnor	9e65e66215	Remove box notation	2024-12-09 11:25:14 -05:00
soconnor	50659eb243	Update final report to include changed GP	2024-12-09 11:06:37 -05:00
cwc023	d7629213f5	Final Report additions	2024-12-09 11:05:32 -05:00
soconnor	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.	2024-12-09 11:04:05 -05:00
soconnor	1cc5d4d383	Update plots to show RMSE and R^2 values	2024-12-04 09:14:58 -05:00
soconnor	80c9343a96	Refactor modeling notebook: update execution counts, enhance event definitions, and improve model performance visualization. Added cross-validation scoring and performance comparison across events.	2024-12-02 12:27:02 -05:00
soconnor	dfd1667354	Update EDA with data summaries outside of aggregation cells	2024-12-02 12:17:42 -05:00
soconnor	23416cc17b	Finalize EDA document as per assignment spec	2024-12-02 11:44:14 -05:00
soconnor	d171215b33	Update sessions in DataPrep_EDA	2024-12-02 08:49:04 -05:00
soconnor	550649737d	Remove race from sessions	2024-12-02 08:34:33 -05:00
soconnor	21d3c4b1bc	Basic modeling, add .gitignore	2024-12-02 08:33:42 -05:00
cwc023	ff6f1793c3	Data Analysis	2024-11-19 23:02:07 -05:00
soconnor	15d244305e	Add FastF1 library, run example	2024-11-18 08:29:03 -05:00
soconnor	32186b26da	Initial commit- repo setup/skeletons	2024-11-18 08:14:05 -05:00