A system designed to track the campus shuttle busses at the University of Minnesota - Twin Cities and provide very accurate predictions using machine learning. Pings the NextBus API for raw GPS information from a transceiver located on every bus, then parses and cleans the GPS data and snaps it onto a predefined route. Historical data is stored in a Postgres database hosted on AWS RDS. From there, uses the scikit-learn machine learning library to generate predictions based on past performance.
-
Notifications
You must be signed in to change notification settings - Fork 0
A system designed to track the campus shuttle busses at the University of Minnesota - Twin Cities. Pulls data from the existing NextBus API, cleans and interpolates it, and generates predictions using the scikit-learn machine learning library.
License
carstonhernke/BusBot
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
A system designed to track the campus shuttle busses at the University of Minnesota - Twin Cities. Pulls data from the existing NextBus API, cleans and interpolates it, and generates predictions using the scikit-learn machine learning library.
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published