This file contains information on the infrastructure of the repository. It is meant to be a complement to the project report in case that some of the functionalities are not fully clear
The data folder contains a reduced version of the data. In particular,
we used the data from the NYC open data on car crashes. Because the
file is too big there is a reduced version of it called reduced_data.csv.
The file initial_data_claening.ipynb contains an explanation of
how this data is generated from the original dataset.
To generate all of the datasets used for the project. Run the python
script generate_datasets.py
The test_notebooks folders contain jupyter notebooks that attempt to implement some of the models that we use but using fake data. We do this as a way of making sure that our inference methods are sound and we are not getting something with absurd parameters.