ennioVisco/bayesformal

A set of kotlin scripts and python notebooks for analysing spatio-temporal data of cities.

Set of programs specific for the bayesformal project

Requirements

To run the full set of scripts, the following languages are needed in the running environment:

• JDK 21+
• python 3.8+ with jupyter notebooks

Replication Setup

Prepare the datasets

• Download the datasets from: https://doi.org/10.7910/DVN/6FEFUU.
• Unzip the file data-1.zip and place the content of the data-1 folder in the src/main/resources folder.

Launch the experiments

To launch the experiments on the data, just run

./gradlew run

Analyze the data & generate the plots

To analyze the data and generate the plots, just open in jupyter analyzer.ipynb, e.g. by:

jupyter notebook analyzer.ipynb

And run the cells in the notebook.

Extras

Previous version of the project available at https://github.com/ennioVisco/bayesformal-archive.