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AI Project: Austin Traffic

Download the following files to the data folder.

Volume data

Link to dataset source: Download link:

Location data

Link to dataset source: Download link:

Running the notebook

Make sure you have Docker installed and running. Then change the path to this repository in and run the script.

Important Files

Loading, cleaning and prepping the data for the bayesion network can be found in The code for the bayesian network and learning the conditional probablities as well as sampling are in The simulator that computes the paths and stores the frequencies in a networkx graph is found in

The notebooks DocklessScooterBayes.ipynb and DocklessScooterBayes[Prototype].ipynb detail how we experiemented and created the bayes net.

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