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Predicting CikiBike future locations

CitiBike is a bicycle sharing service in New York City. Although they provide real-time statuses for the number of bicycles at each station, a frustrating issue is knowing whether there will be bikes or docks available at a station in the future.

This project provides a way of learning this information based on historical data.

Setup

Dependencies:

  • Python 3

After installing dependencies:

  • git clone https://github.com/pedropobla/gms_project.git
  • cd gms_project
  • pyvenv venv
  • source venv/bin/activate
  • pip3 install -r requirements.txt
  • make

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