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My Personal Coding Projects

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:

Storm Paths

How do typical storms move around over the years?

Screenshot 2023-02-21 at 3 02 36 PM

Charles Joseph Minard’s depiction of Napoleon’s disastrous Russian campaign in 1812

A classic data visualization exploration

minard_lg

Screenshot 2023-02-28 at 8 10 38 PM

Wordle Solver in Python

A cool algorithm that achieves over 90% success rate at solving the wordle game. Try your favourite wordle word now!

Screenshot 2023-02-21 at 2 29 32 PM

Probability mass in high dimensions

Both in Monte Carlo Method as well as using numerical integration.

Screenshot 2023-02-21 at 2 26 45 PM

Traffic Accidents

When should you be extra careful on the road?

Screenshot 2023-02-23 at 3 55 41 PM

Gaussian Process Regression Model

Implement GP regression by hand

Screenshot 2023-03-06 at 4 43 09 PM

Mahantten Parking & Police Precincts

Screenshot 2023-03-21 at 10 15 15 PM

Screenshot 2023-03-21 at 10 14 58 PM

Spatial–temporal Modeling

Screenshot 2023-11-08 at 12 09 15 AM Screenshot 2023-11-07 at 11 57 05 PM Screenshot 2023-11-07 at 11 57 29 PM