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Using Machine Learning and Big Data to Model Car Dependency: an Exploration Using Origin-Destination Data

This project explores the potential for emerging methods in Big Data and Machine Learning to be applied to transport modelling, with a focus on car dependency at the origin-destination level.

Installing it, after a recent version of R and the package devtools have been installed, should be as simple as typing and then executing the following command:

devtools::install_github("robinlovelace/mlCars")

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  • Jupyter Notebook 92.1%
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  • Python 2.7%