Tokyo Metro Markov Models
Two things I think are pretty cool: the Tokyo subway system and Markov chains. In all seriousness, as a big proponent of learning by doing, I’m always trying to figure out how to combine some theory with real-world application, motivated by creating something cool in the process. Coming home from two weeks in Tokyo + Shanghai and a week in the Bay Area at Hack Lodge, it was a fun way to combine some things I knew about for some time (making maps, markov chains), with things I recently learned about (the Tokyo metro, the “joys” of React and front-end), and a tiny relation to a preview of stuff yet to come (Stat 212 fun…).
There’s some thinking / writing I want to get to first, but as part of this side-project thing posts for how I went about creating it will be coming up as well.
- Pandas - Data analysis + munging, backend transition matrix calculations
- D3 - Particle visualization and client-side movement
- React - Frontend design
- Mapbox GL - Map background