This is a repo documenting some of the interesting coding work that I have done (both individually and collaboratively) over time. No guarantee that they are statistically related. See more details in specific files.
Some examples include:
How do typical storms move around over the years?
A classic data visualization exploration
A cool algorithm that achieves over 90% success rate at solving the wordle game. Try your favourite wordle word now!
Both in Monte Carlo Method as well as using numerical integration.
When should you be extra careful on the road?
Implement GP regression by hand
![Screenshot 2023-11-08 at 12 09 15 AM](https://private-user-images.githubusercontent.com/67173948/281267321-393b77e0-fca6-4a9f-a4e8-0ef4938bba35.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.AqsEDEx0QDy0bgFFwySzgNp3NnwIYMFSIjtq6NXlwic)
![Screenshot 2023-11-07 at 11 57 05 PM](https://private-user-images.githubusercontent.com/67173948/281266560-70f78680-d291-416b-83aa-9bc50b2d5b9e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.DJcfHysgITaUBbJEe86IgfPQnNuW7WK2YlAU0POD9_g)
![Screenshot 2023-11-07 at 11 57 29 PM](https://private-user-images.githubusercontent.com/67173948/281266568-df411f57-e438-4f5e-8f47-a231d09dc262.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjYxMzE5NTgsIm5iZiI6MTcyNjEzMTY1OCwicGF0aCI6Ii82NzE3Mzk0OC8yODEyNjY1NjgtZGY0MTFmNTctZTQzOC00ZjVlLThmNDctYTIzMWQwOWRjMjYyLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA5MTIlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwOTEyVDA5MDA1OFomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTY1MzYzZWNjZDY4M2U4NWI3MjAxMDk3ZGM2ZmE1OTkzYmEwZTdhYjljOTZjZGQ4MWQ5MjZkNTFmZDgyZmMzOWQmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.AsiLvVkW4u6fWxYhDUo8WDCkx5mGHcUS04W084KuwgQ)